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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_centraltendency.wasp
Title produced by softwareCentral Tendency
Date of computationWed, 04 Dec 2013 14:04:28 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2013/Dec/04/t1386183888s0c1e925xc7lbpa.htm/, Retrieved Fri, 19 Apr 2024 18:40:11 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=230767, Retrieved Fri, 19 Apr 2024 18:40:11 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact68

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Data Series] [data set] [2008-12-01 19:54:57] [b98453cac15ba1066b407e146608df68]
- RMP   [Standard Deviation-Mean Plot] [Unemployment] [2010-11-29 10:34:47] [b98453cac15ba1066b407e146608df68]
- RMP     [ARIMA Forecasting] [Unemployment] [2010-11-29 20:46:45] [b98453cac15ba1066b407e146608df68]
- RMPD        [Central Tendency] [WS10] [2013-12-04 19:04:28] [f1e366d257cd544a6a94e0c7cf247a26] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
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Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time6 seconds
R Server'Sir Maurice George Kendall' @ kendall.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 6 seconds \tabularnewline
R Server & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=230767&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]6 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=230767&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=230767&T=0

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time6 seconds
R Server'Sir Maurice George Kendall' @ kendall.wessa.net






Central Tendency - Ungrouped Data
MeasureValueS.E.Value/S.E.
Arithmetic Mean0.02890753605904850.1273434799161870.227004445599212
Geometric MeanNaN
Harmonic Mean55.6759917971011
Quadratic Mean2.24591277422769
Winsorized Mean ( 1 / 104 )0.03142271188749680.1269184594613370.247581888567352
Winsorized Mean ( 2 / 104 )0.03111676508337150.1261712411018670.246623278107003
Winsorized Mean ( 3 / 104 )0.03208751737438930.125824641663130.255017752884185
Winsorized Mean ( 4 / 104 )0.02603338328084250.1243321318733520.209385803079134
Winsorized Mean ( 5 / 104 )0.03089899154214090.123556925446130.250078993391695
Winsorized Mean ( 6 / 104 )0.02664137355466360.1227894326407160.216967966882106
Winsorized Mean ( 7 / 104 )0.02597955892833730.1226170422469330.211875596183588
Winsorized Mean ( 8 / 104 )0.02484524118353440.1223780189058310.203020455843893
Winsorized Mean ( 9 / 104 )0.03782918861643510.1207324550058090.313330732938504
Winsorized Mean ( 10 / 104 )0.03089203500672970.1197059289188510.258066039716976
Winsorized Mean ( 11 / 104 )0.03612731753760690.1191239329421480.303275056869991
Winsorized Mean ( 12 / 104 )0.02538290144559270.1172402882366080.216503233038513
Winsorized Mean ( 13 / 104 )0.03134881904379310.1162657781655980.269630664658201
Winsorized Mean ( 14 / 104 )0.03448650364885790.115569355344230.298405261032546
Winsorized Mean ( 15 / 104 )0.02674294245139980.1144649006763850.23363443547649
Winsorized Mean ( 16 / 104 )0.02739382151193370.1133189670229460.241740833256861
Winsorized Mean ( 17 / 104 )0.009114806960577990.1110394863174420.0820861772948086
Winsorized Mean ( 18 / 104 )0.003674600500334170.1102273181266170.0333365681283583
Winsorized Mean ( 19 / 104 )0.002750752214597810.1101284792873970.0249776645641252
Winsorized Mean ( 20 / 104 )-0.001132392045388060.109582253059419-0.0103337174932335
Winsorized Mean ( 21 / 104 )0.001676066659352740.1087631733034510.0154102405110642
Winsorized Mean ( 22 / 104 )0.0005639031223274750.1082254336073360.00521044918492478
Winsorized Mean ( 23 / 104 )0.003303485626740730.1077386503035440.0306620290623044
Winsorized Mean ( 24 / 104 )-0.001634335002549260.107144552208908-0.0152535520365297
Winsorized Mean ( 25 / 104 )-0.01463394595558050.105574544340802-0.138612447223463
Winsorized Mean ( 26 / 104 )-0.01760886989238390.104700516884126-0.168183218349074
Winsorized Mean ( 27 / 104 )-0.006750887190548470.103561326806423-0.0651873377710506
Winsorized Mean ( 28 / 104 )-0.008502991212648840.103374030815735-0.0822546160341324
Winsorized Mean ( 29 / 104 )-0.03439303852708650.100050850982366-0.343755582180387
Winsorized Mean ( 30 / 104 )-0.03322198932996240.0999355935064001-0.332434002384094
Winsorized Mean ( 31 / 104 )-0.02790888038250910.0993927091583568-0.280794040315809
Winsorized Mean ( 32 / 104 )-0.02544124943110290.0986014154658364-0.258021138042565
Winsorized Mean ( 33 / 104 )-0.03007391637416920.0976173429564685-0.308079645105485
Winsorized Mean ( 34 / 104 )-0.03357268990275890.0966675284763246-0.347300592369871
Winsorized Mean ( 35 / 104 )-0.03356083397499670.0965346484075846-0.347655836827598
Winsorized Mean ( 36 / 104 )-0.02821279409868320.0956712176974275-0.294893226800037
Winsorized Mean ( 37 / 104 )-0.02620086999325220.0954944223789466-0.274370684072838
Winsorized Mean ( 38 / 104 )-0.02903338342022280.0949718785887435-0.305705055555929
Winsorized Mean ( 39 / 104 )-0.02370178270708410.0941255846316551-0.251810204418247
Winsorized Mean ( 40 / 104 )-0.02869451749059060.0934022899217844-0.307214282590068
Winsorized Mean ( 41 / 104 )-0.03608241205596820.0927450224377107-0.389049580317928
Winsorized Mean ( 42 / 104 )-0.03950309389031340.0922906368953966-0.428029269481439
Winsorized Mean ( 43 / 104 )-0.0349324506249790.0916219865626309-0.381267116502652
Winsorized Mean ( 44 / 104 )-0.0273083244322670.0904264996250119-0.30199470891289
Winsorized Mean ( 45 / 104 )-0.03383865715552470.089582286749087-0.377738260358369
Winsorized Mean ( 46 / 104 )-0.03228044125290530.0891703648473054-0.362008625939595
Winsorized Mean ( 47 / 104 )-0.02916592486981010.0887759570835203-0.328534051650616
Winsorized Mean ( 48 / 104 )-0.02330930956792090.087865156256626-0.265285018100256
Winsorized Mean ( 49 / 104 )-0.02315032128231710.0861771865366765-0.268636308664643
Winsorized Mean ( 50 / 104 )-0.01981624901365690.0855128720451639-0.231734106687364
Winsorized Mean ( 51 / 104 )-0.005400549684539380.0842334296895332-0.0641140899099642
Winsorized Mean ( 52 / 104 )-0.004430694035941150.0839016625171883-0.0528081792781337
Winsorized Mean ( 53 / 104 )-0.007698353935892550.0831625666644628-0.0925699415573982
Winsorized Mean ( 54 / 104 )-0.008187254866685480.0822302133972558-0.0995650446282158
Winsorized Mean ( 55 / 104 )-0.01106239068175850.0819974076507703-0.134911468529269
Winsorized Mean ( 56 / 104 )-0.01245293076872820.0814351644622739-0.152918347386616
Winsorized Mean ( 57 / 104 )-0.01085943703519930.0812114684170347-0.133718023413075
Winsorized Mean ( 58 / 104 )-0.0202991819709040.0804403255021332-0.25235081837611
Winsorized Mean ( 59 / 104 )-0.01925278155909830.0800739263111826-0.24043758619102
Winsorized Mean ( 60 / 104 )-0.02109480542604830.0797869129076259-0.264389292144578
Winsorized Mean ( 61 / 104 )-0.02039752735956350.0791128701427066-0.257828180456224
Winsorized Mean ( 62 / 104 )-0.02406677585809130.0778067799293215-0.309314636590194
Winsorized Mean ( 63 / 104 )-0.02817335037128230.0773260243840953-0.364345000220613
Winsorized Mean ( 64 / 104 )-0.02782073317288840.0765805247782978-0.36328731428036
Winsorized Mean ( 65 / 104 )-0.01983780545227380.0757005329741822-0.26205635116254
Winsorized Mean ( 66 / 104 )-0.006486438693199080.074659853395014-0.0868798745006946
Winsorized Mean ( 67 / 104 )-0.008398591635085810.0740740833385927-0.113380972892987
Winsorized Mean ( 68 / 104 )-0.004783790540884430.0737981132283874-0.0648226672961103
Winsorized Mean ( 69 / 104 )-0.003118865159909050.0735111843140182-0.042427083565763
Winsorized Mean ( 70 / 104 )-0.002603791927187610.0732032951062341-0.0355693268097964
Winsorized Mean ( 71 / 104 )-0.0032245600212620.0715299322986221-0.0450798696103913
Winsorized Mean ( 72 / 104 )-0.01124488182240430.0707773731937567-0.158876789501934
Winsorized Mean ( 73 / 104 )-0.014672514304070.0695207493887652-0.211052303565087
Winsorized Mean ( 74 / 104 )-0.01730600115644360.0689039137376458-0.251161366861349
Winsorized Mean ( 75 / 104 )-0.01811380552592680.0687388675800976-0.263516205075968
Winsorized Mean ( 76 / 104 )-0.0291802834147420.0678985034810581-0.429763277814842
Winsorized Mean ( 77 / 104 )-0.02175280077589850.0672629926600233-0.323399241033576
Winsorized Mean ( 78 / 104 )-0.02209924231918850.0671496517689424-0.329104347334973
Winsorized Mean ( 79 / 104 )-0.02635381250971850.066830157777566-0.394340121078767
Winsorized Mean ( 80 / 104 )-0.04314336670574940.0656067823962184-0.657605283020801
Winsorized Mean ( 81 / 104 )-0.05191139931861390.0646111645632569-0.803443176879912
Winsorized Mean ( 82 / 104 )-0.06012103980937590.0636578375926888-0.944440497555967
Winsorized Mean ( 83 / 104 )-0.05670751968820150.0633158865824133-0.895628613118917
Winsorized Mean ( 84 / 104 )-0.05006234475131960.0627500970822326-0.797805056551769
Winsorized Mean ( 85 / 104 )-0.05845877299500420.0618230314118285-0.945582441688866
Winsorized Mean ( 86 / 104 )-0.04910456792024630.0609113939913455-0.806163916183288
Winsorized Mean ( 87 / 104 )-0.04290796256257780.0597168806241616-0.718523173248556
Winsorized Mean ( 88 / 104 )-0.03862297717142190.0594194719462709-0.650005392278581
Winsorized Mean ( 89 / 104 )-0.03550512151928190.0582730104012645-0.609289296619407
Winsorized Mean ( 90 / 104 )-0.04356124522174140.0572781508980965-0.760521150538557
Winsorized Mean ( 91 / 104 )-0.03616011188728350.0564458628526147-0.640615805301815
Winsorized Mean ( 92 / 104 )-0.03417718901149080.0557295418312961-0.61326879583815
Winsorized Mean ( 93 / 104 )-0.02884514015332960.0552590685245734-0.521998305861821
Winsorized Mean ( 94 / 104 )-0.03108446062179470.0539395831410529-0.57628292270091
Winsorized Mean ( 95 / 104 )-0.02433068956493970.0534867033694327-0.454892300931086
Winsorized Mean ( 96 / 104 )-0.02285854509268440.0529150037189085-0.431986081189978
Winsorized Mean ( 97 / 104 )-0.008127207380668030.0518224599834193-0.156827896307283
Winsorized Mean ( 98 / 104 )-0.01340157909659950.0513985056619089-0.260738691213182
Winsorized Mean ( 99 / 104 )-0.01833774611421350.0507912241668611-0.361041625103772
Winsorized Mean ( 100 / 104 )-0.02031099149199870.0504068843104025-0.40294082385503
Winsorized Mean ( 101 / 104 )-0.01135116820533120.049677637178272-0.228496539893729
Winsorized Mean ( 102 / 104 )-0.009814084592895720.0494448486831927-0.198485481385075
Winsorized Mean ( 103 / 104 )-0.01020580191864630.048318662498783-0.211218634599071
Winsorized Mean ( 104 / 104 )-0.01279520503686820.0480147363446253-0.266484958805787
Trimmed Mean ( 1 / 104 )0.02825054718616170.1246806242827220.226583299118728
Trimmed Mean ( 2 / 104 )0.02503718554065350.1223359934641890.204659191720077
Trimmed Mean ( 3 / 104 )0.02193779204828750.1202856264029910.182380827238574
Trimmed Mean ( 4 / 104 )0.01846551759462110.1182678680864250.156133004622416
Trimmed Mean ( 5 / 104 )0.01651090327831230.1165827998309290.141623835610885
Trimmed Mean ( 6 / 104 )0.01351818091943590.1150017696939020.117547590401583
Trimmed Mean ( 7 / 104 )0.01122822784214790.1135021256758430.0989252648379043
Trimmed Mean ( 8 / 104 )0.009006984937277660.111965303171420.0804444294987336
Trimmed Mean ( 9 / 104 )0.00690599176175380.1103960252127340.0625565254586465
Trimmed Mean ( 10 / 104 )0.003234744646586160.1089861671337830.0296803230323297
Trimmed Mean ( 11 / 104 )0.0002592016837017590.10764573933530.00240791400850883
Trimmed Mean ( 12 / 104 )-0.003273264271607090.106313722532929-0.0307887278671222
Trimmed Mean ( 13 / 104 )-0.005878370245897980.105132256721213-0.0559140498761105
Trimmed Mean ( 14 / 104 )-0.009024329904181730.103998687609768-0.086773497931469
Trimmed Mean ( 15 / 104 )-0.01246287602083530.102882240643927-0.121137291944963
Trimmed Mean ( 16 / 104 )-0.01537530825020140.101819368046016-0.15100573245802
Trimmed Mean ( 17 / 104 )-0.01837530116517130.100810200468579-0.18227620895267
Trimmed Mean ( 18 / 104 )-0.02020328789476070.0999494620996163-0.202135033749604
Trimmed Mean ( 19 / 104 )-0.02171381124822170.0991157426888994-0.219075301855692
Trimmed Mean ( 20 / 104 )-0.02319077405789660.0982521043353349-0.236033357400126
Trimmed Mean ( 21 / 104 )-0.02446525835195260.0973904678762596-0.251207935288258
Trimmed Mean ( 22 / 104 )-0.02591445760631070.0965489324815016-0.268407500116853
Trimmed Mean ( 23 / 104 )-0.02732615421385260.095706709110261-0.285519734905636
Trimmed Mean ( 24 / 104 )-0.02890000922542460.0948587501149791-0.304663609739688
Trimmed Mean ( 25 / 104 )-0.03025288619068180.0940114021702927-0.321800180534288
Trimmed Mean ( 26 / 104 )-0.03100259532196660.0932278367739739-0.332546548271101
Trimmed Mean ( 27 / 104 )-0.03162555929543560.0924631266587562-0.342034283700492
Trimmed Mean ( 28 / 104 )-0.03274837435572560.0917326609688674-0.356997976618599
Trimmed Mean ( 29 / 104 )-0.03381200758697420.0909785744544663-0.371648025809601
Trimmed Mean ( 30 / 104 )-0.03378720166834870.0903865094598816-0.373808014827094
Trimmed Mean ( 31 / 104 )-0.03378720166834870.0897720347936138-0.376366668595912
Trimmed Mean ( 32 / 104 )-0.03405022702050750.0891581695570867-0.381908098715572
Trimmed Mean ( 33 / 104 )-0.03439143649813640.0885581858910718-0.388348475661397
Trimmed Mean ( 34 / 104 )-0.03455873235986980.0879824995706629-0.392790981485063
Trimmed Mean ( 35 / 104 )-0.03459612239956580.0874291971928925-0.395704450119077
Trimmed Mean ( 36 / 104 )-0.03463457596962130.0868545594563402-0.398765202269332
Trimmed Mean ( 37 / 104 )-0.03486842236828290.0862960973195394-0.404055611451016
Trimmed Mean ( 38 / 104 )-0.0351781196130160.0857177002784942-0.410395046749077
Trimmed Mean ( 39 / 104 )-0.03539372439171050.0851362607168108-0.415730313895754
Trimmed Mean ( 40 / 104 )-0.03579689479462860.0845677906132478-0.423292302365304
Trimmed Mean ( 41 / 104 )-0.03603775802493950.0840060791288057-0.42898988262127
Trimmed Mean ( 42 / 104 )-0.03603626764649690.0834474916764434-0.431843629119768
Trimmed Mean ( 43 / 104 )-0.03592231381294540.0828813678117373-0.433418448094896
Trimmed Mean ( 44 / 104 )-0.03595437748763870.0823177654239052-0.436775431190185
Trimmed Mean ( 45 / 104 )-0.03595437748763870.0817825243202067-0.439633990103618
Trimmed Mean ( 46 / 104 )-0.03630592193706470.0812589594370731-0.446792848303454
Trimmed Mean ( 47 / 104 )-0.03643116625033330.0807257834247247-0.45129529506895
Trimmed Mean ( 48 / 104 )-0.03665444790032570.0801813060104915-0.457144560547937
Trimmed Mean ( 49 / 104 )-0.03705979088705770.0796498979033828-0.465283595617562
Trimmed Mean ( 50 / 104 )-0.03747755701303760.0791694132544498-0.473384296692777
Trimmed Mean ( 51 / 104 )-0.03800235016501910.0786919770033299-0.482925345278986
Trimmed Mean ( 52 / 104 )-0.03896122664973910.0782461577787257-0.497931499204327
Trimmed Mean ( 53 / 104 )-0.03996697031810220.0777883730972877-0.513791055484817
Trimmed Mean ( 54 / 104 )-0.04089814015821030.0773374236026268-0.528827290243752
Trimmed Mean ( 55 / 104 )-0.04183376504003610.0769022765064653-0.543986042292508
Trimmed Mean ( 56 / 104 )-0.04270655311274360.0764503033348253-0.558618491357765
Trimmed Mean ( 57 / 104 )-0.04355784551636310.0759959831148935-0.573159839915628
Trimmed Mean ( 58 / 104 )-0.04447101267050950.0755225520845318-0.588844145795463
Trimmed Mean ( 59 / 104 )-0.04514125895368380.0750556374095258-0.601437287213746
Trimmed Mean ( 60 / 104 )-0.0458542890514160.0745752614657034-0.614872655491849
Trimmed Mean ( 61 / 104 )-0.04653191702432080.0740767160324235-0.628158475653182
Trimmed Mean ( 62 / 104 )-0.04653191702432080.0735774513054749-0.63242088708852
Trimmed Mean ( 63 / 104 )-0.0478699672820870.0731080991615607-0.654783366427018
Trimmed Mean ( 64 / 104 )-0.04840010396912730.0726297241957968-0.666395260412241
Trimmed Mean ( 65 / 104 )-0.04895133711545510.0721543270273524-0.678425523903765
Trimmed Mean ( 66 / 104 )-0.04972769795980660.0716879788826678-0.693668572260857
Trimmed Mean ( 67 / 104 )-0.05087608686780640.071238105552602-0.714169565194847
Trimmed Mean ( 68 / 104 )-0.05199998260327190.0707841317114316-0.734627682024302
Trimmed Mean ( 69 / 104 )-0.05324503432094130.0703096590601056-0.757293308383472
Trimmed Mean ( 70 / 104 )-0.05456281025439620.0698138624753765-0.781546935232821
Trimmed Mean ( 71 / 104 )-0.05592509712146250.0692963020568401-0.807043023386589
Trimmed Mean ( 72 / 104 )-0.05730358199531080.0688252536827335-0.832595289215574
Trimmed Mean ( 73 / 104 )-0.05850591754199310.0683568790553897-0.855889244074259
Trimmed Mean ( 74 / 104 )-0.05964825147201580.0679163362175577-0.878260736576593
Trimmed Mean ( 75 / 104 )-0.06075025198072940.0674720906299741-0.900376013452612
Trimmed Mean ( 76 / 104 )-0.06185879958855430.0670000167870221-0.923265434174283
Trimmed Mean ( 77 / 104 )-0.06270787495882650.0665345447180735-0.942485970626812
Trimmed Mean ( 78 / 104 )-0.06377164311942210.0660632821631788-0.965311456398786
Trimmed Mean ( 79 / 104 )-0.06485404314020730.0655582324836642-0.989258567280131
Trimmed Mean ( 80 / 104 )-0.06585438224386430.0650283582119423-1.01270252017173
Trimmed Mean ( 81 / 104 )-0.06644486864785530.0645228067410683-1.02978887627285
Trimmed Mean ( 82 / 104 )-0.06682311709886660.0640293715470657-1.04363225007991
Trimmed Mean ( 83 / 104 )-0.06699777865201730.063546117660541-1.05431741731123
Trimmed Mean ( 84 / 104 )-0.06726639986994830.0630385400530642-1.06706785743016
Trimmed Mean ( 85 / 104 )-0.06726639986994830.0625173026533942-1.07596452525925
Trimmed Mean ( 86 / 104 )-0.06795912645266290.0620029871093102-1.09606213540732
Trimmed Mean ( 87 / 104 )-0.06845479735442520.0614942666136434-1.11318991385837
Trimmed Mean ( 88 / 104 )-0.06912844614203980.0610082043620919-1.13310081594523
Trimmed Mean ( 89 / 104 )-0.06993557863176440.0604921495104271-1.15610999440034
Trimmed Mean ( 90 / 104 )-0.06993557863176440.0599957327944454-1.16567588017259
Trimmed Mean ( 91 / 104 )-0.07157767219602750.0595121047555959-1.20274140008965
Trimmed Mean ( 92 / 104 )-0.07252635684715450.0590302037195038-1.22863131544965
Trimmed Mean ( 93 / 104 )-0.07355852906633390.058543170362358-1.25648352508136
Trimmed Mean ( 94 / 104 )-0.07476825654993230.0580338359689471-1.28835627184699
Trimmed Mean ( 95 / 104 )-0.07476825654993230.0575573335100319-1.2990222442619
Trimmed Mean ( 96 / 104 )-0.07736964701295530.0570566649030704-1.35601418597447
Trimmed Mean ( 97 / 104 )-0.0788710121082170.0565384706076459-1.3949972693027
Trimmed Mean ( 98 / 104 )-0.08083262489483230.0560334389709891-1.44257833142604
Trimmed Mean ( 99 / 104 )-0.08271576903098060.0555008621494449-1.49035106532679
Trimmed Mean ( 100 / 104 )-0.08452727184032690.0549510841572533-1.53822755522776
Trimmed Mean ( 101 / 104 )-0.08634867906475220.0543646779415112-1.58832319686785
Trimmed Mean ( 102 / 104 )-0.08849382238966410.0537602470765325-1.64608288097496
Trimmed Mean ( 103 / 104 )-0.09076426987325570.0530989146025292-1.70934322391841
Trimmed Mean ( 104 / 104 )-0.09311063301756470.0524475613073686-1.77530910297031
Median-0.165679569226157
Midrange0.13074081135649
Midmean - Weighted Average at Xnp-0.0725412173551185
Midmean - Weighted Average at X(n+1)p-0.0637716431194221
Midmean - Empirical Distribution Function-0.0725412173551185
Midmean - Empirical Distribution Function - Averaging-0.0637716431194221
Midmean - Empirical Distribution Function - Interpolation-0.0637716431194221
Midmean - Closest Observation-0.0725412173551185
Midmean - True Basic - Statistics Graphics Toolkit-0.0637716431194221
Midmean - MS Excel (old versions)-0.0627078749588266
Number of observations312

\begin{tabular}{lllllllll}
\hline
Central Tendency - Ungrouped Data \tabularnewline
Measure & Value & S.E. & Value/S.E. \tabularnewline
Arithmetic Mean & 0.0289075360590485 & 0.127343479916187 & 0.227004445599212 \tabularnewline
Geometric Mean & NaN &  &  \tabularnewline
Harmonic Mean & 55.6759917971011 &  &  \tabularnewline
Quadratic Mean & 2.24591277422769 &  &  \tabularnewline
Winsorized Mean ( 1 / 104 ) & 0.0314227118874968 & 0.126918459461337 & 0.247581888567352 \tabularnewline
Winsorized Mean ( 2 / 104 ) & 0.0311167650833715 & 0.126171241101867 & 0.246623278107003 \tabularnewline
Winsorized Mean ( 3 / 104 ) & 0.0320875173743893 & 0.12582464166313 & 0.255017752884185 \tabularnewline
Winsorized Mean ( 4 / 104 ) & 0.0260333832808425 & 0.124332131873352 & 0.209385803079134 \tabularnewline
Winsorized Mean ( 5 / 104 ) & 0.0308989915421409 & 0.12355692544613 & 0.250078993391695 \tabularnewline
Winsorized Mean ( 6 / 104 ) & 0.0266413735546636 & 0.122789432640716 & 0.216967966882106 \tabularnewline
Winsorized Mean ( 7 / 104 ) & 0.0259795589283373 & 0.122617042246933 & 0.211875596183588 \tabularnewline
Winsorized Mean ( 8 / 104 ) & 0.0248452411835344 & 0.122378018905831 & 0.203020455843893 \tabularnewline
Winsorized Mean ( 9 / 104 ) & 0.0378291886164351 & 0.120732455005809 & 0.313330732938504 \tabularnewline
Winsorized Mean ( 10 / 104 ) & 0.0308920350067297 & 0.119705928918851 & 0.258066039716976 \tabularnewline
Winsorized Mean ( 11 / 104 ) & 0.0361273175376069 & 0.119123932942148 & 0.303275056869991 \tabularnewline
Winsorized Mean ( 12 / 104 ) & 0.0253829014455927 & 0.117240288236608 & 0.216503233038513 \tabularnewline
Winsorized Mean ( 13 / 104 ) & 0.0313488190437931 & 0.116265778165598 & 0.269630664658201 \tabularnewline
Winsorized Mean ( 14 / 104 ) & 0.0344865036488579 & 0.11556935534423 & 0.298405261032546 \tabularnewline
Winsorized Mean ( 15 / 104 ) & 0.0267429424513998 & 0.114464900676385 & 0.23363443547649 \tabularnewline
Winsorized Mean ( 16 / 104 ) & 0.0273938215119337 & 0.113318967022946 & 0.241740833256861 \tabularnewline
Winsorized Mean ( 17 / 104 ) & 0.00911480696057799 & 0.111039486317442 & 0.0820861772948086 \tabularnewline
Winsorized Mean ( 18 / 104 ) & 0.00367460050033417 & 0.110227318126617 & 0.0333365681283583 \tabularnewline
Winsorized Mean ( 19 / 104 ) & 0.00275075221459781 & 0.110128479287397 & 0.0249776645641252 \tabularnewline
Winsorized Mean ( 20 / 104 ) & -0.00113239204538806 & 0.109582253059419 & -0.0103337174932335 \tabularnewline
Winsorized Mean ( 21 / 104 ) & 0.00167606665935274 & 0.108763173303451 & 0.0154102405110642 \tabularnewline
Winsorized Mean ( 22 / 104 ) & 0.000563903122327475 & 0.108225433607336 & 0.00521044918492478 \tabularnewline
Winsorized Mean ( 23 / 104 ) & 0.00330348562674073 & 0.107738650303544 & 0.0306620290623044 \tabularnewline
Winsorized Mean ( 24 / 104 ) & -0.00163433500254926 & 0.107144552208908 & -0.0152535520365297 \tabularnewline
Winsorized Mean ( 25 / 104 ) & -0.0146339459555805 & 0.105574544340802 & -0.138612447223463 \tabularnewline
Winsorized Mean ( 26 / 104 ) & -0.0176088698923839 & 0.104700516884126 & -0.168183218349074 \tabularnewline
Winsorized Mean ( 27 / 104 ) & -0.00675088719054847 & 0.103561326806423 & -0.0651873377710506 \tabularnewline
Winsorized Mean ( 28 / 104 ) & -0.00850299121264884 & 0.103374030815735 & -0.0822546160341324 \tabularnewline
Winsorized Mean ( 29 / 104 ) & -0.0343930385270865 & 0.100050850982366 & -0.343755582180387 \tabularnewline
Winsorized Mean ( 30 / 104 ) & -0.0332219893299624 & 0.0999355935064001 & -0.332434002384094 \tabularnewline
Winsorized Mean ( 31 / 104 ) & -0.0279088803825091 & 0.0993927091583568 & -0.280794040315809 \tabularnewline
Winsorized Mean ( 32 / 104 ) & -0.0254412494311029 & 0.0986014154658364 & -0.258021138042565 \tabularnewline
Winsorized Mean ( 33 / 104 ) & -0.0300739163741692 & 0.0976173429564685 & -0.308079645105485 \tabularnewline
Winsorized Mean ( 34 / 104 ) & -0.0335726899027589 & 0.0966675284763246 & -0.347300592369871 \tabularnewline
Winsorized Mean ( 35 / 104 ) & -0.0335608339749967 & 0.0965346484075846 & -0.347655836827598 \tabularnewline
Winsorized Mean ( 36 / 104 ) & -0.0282127940986832 & 0.0956712176974275 & -0.294893226800037 \tabularnewline
Winsorized Mean ( 37 / 104 ) & -0.0262008699932522 & 0.0954944223789466 & -0.274370684072838 \tabularnewline
Winsorized Mean ( 38 / 104 ) & -0.0290333834202228 & 0.0949718785887435 & -0.305705055555929 \tabularnewline
Winsorized Mean ( 39 / 104 ) & -0.0237017827070841 & 0.0941255846316551 & -0.251810204418247 \tabularnewline
Winsorized Mean ( 40 / 104 ) & -0.0286945174905906 & 0.0934022899217844 & -0.307214282590068 \tabularnewline
Winsorized Mean ( 41 / 104 ) & -0.0360824120559682 & 0.0927450224377107 & -0.389049580317928 \tabularnewline
Winsorized Mean ( 42 / 104 ) & -0.0395030938903134 & 0.0922906368953966 & -0.428029269481439 \tabularnewline
Winsorized Mean ( 43 / 104 ) & -0.034932450624979 & 0.0916219865626309 & -0.381267116502652 \tabularnewline
Winsorized Mean ( 44 / 104 ) & -0.027308324432267 & 0.0904264996250119 & -0.30199470891289 \tabularnewline
Winsorized Mean ( 45 / 104 ) & -0.0338386571555247 & 0.089582286749087 & -0.377738260358369 \tabularnewline
Winsorized Mean ( 46 / 104 ) & -0.0322804412529053 & 0.0891703648473054 & -0.362008625939595 \tabularnewline
Winsorized Mean ( 47 / 104 ) & -0.0291659248698101 & 0.0887759570835203 & -0.328534051650616 \tabularnewline
Winsorized Mean ( 48 / 104 ) & -0.0233093095679209 & 0.087865156256626 & -0.265285018100256 \tabularnewline
Winsorized Mean ( 49 / 104 ) & -0.0231503212823171 & 0.0861771865366765 & -0.268636308664643 \tabularnewline
Winsorized Mean ( 50 / 104 ) & -0.0198162490136569 & 0.0855128720451639 & -0.231734106687364 \tabularnewline
Winsorized Mean ( 51 / 104 ) & -0.00540054968453938 & 0.0842334296895332 & -0.0641140899099642 \tabularnewline
Winsorized Mean ( 52 / 104 ) & -0.00443069403594115 & 0.0839016625171883 & -0.0528081792781337 \tabularnewline
Winsorized Mean ( 53 / 104 ) & -0.00769835393589255 & 0.0831625666644628 & -0.0925699415573982 \tabularnewline
Winsorized Mean ( 54 / 104 ) & -0.00818725486668548 & 0.0822302133972558 & -0.0995650446282158 \tabularnewline
Winsorized Mean ( 55 / 104 ) & -0.0110623906817585 & 0.0819974076507703 & -0.134911468529269 \tabularnewline
Winsorized Mean ( 56 / 104 ) & -0.0124529307687282 & 0.0814351644622739 & -0.152918347386616 \tabularnewline
Winsorized Mean ( 57 / 104 ) & -0.0108594370351993 & 0.0812114684170347 & -0.133718023413075 \tabularnewline
Winsorized Mean ( 58 / 104 ) & -0.020299181970904 & 0.0804403255021332 & -0.25235081837611 \tabularnewline
Winsorized Mean ( 59 / 104 ) & -0.0192527815590983 & 0.0800739263111826 & -0.24043758619102 \tabularnewline
Winsorized Mean ( 60 / 104 ) & -0.0210948054260483 & 0.0797869129076259 & -0.264389292144578 \tabularnewline
Winsorized Mean ( 61 / 104 ) & -0.0203975273595635 & 0.0791128701427066 & -0.257828180456224 \tabularnewline
Winsorized Mean ( 62 / 104 ) & -0.0240667758580913 & 0.0778067799293215 & -0.309314636590194 \tabularnewline
Winsorized Mean ( 63 / 104 ) & -0.0281733503712823 & 0.0773260243840953 & -0.364345000220613 \tabularnewline
Winsorized Mean ( 64 / 104 ) & -0.0278207331728884 & 0.0765805247782978 & -0.36328731428036 \tabularnewline
Winsorized Mean ( 65 / 104 ) & -0.0198378054522738 & 0.0757005329741822 & -0.26205635116254 \tabularnewline
Winsorized Mean ( 66 / 104 ) & -0.00648643869319908 & 0.074659853395014 & -0.0868798745006946 \tabularnewline
Winsorized Mean ( 67 / 104 ) & -0.00839859163508581 & 0.0740740833385927 & -0.113380972892987 \tabularnewline
Winsorized Mean ( 68 / 104 ) & -0.00478379054088443 & 0.0737981132283874 & -0.0648226672961103 \tabularnewline
Winsorized Mean ( 69 / 104 ) & -0.00311886515990905 & 0.0735111843140182 & -0.042427083565763 \tabularnewline
Winsorized Mean ( 70 / 104 ) & -0.00260379192718761 & 0.0732032951062341 & -0.0355693268097964 \tabularnewline
Winsorized Mean ( 71 / 104 ) & -0.003224560021262 & 0.0715299322986221 & -0.0450798696103913 \tabularnewline
Winsorized Mean ( 72 / 104 ) & -0.0112448818224043 & 0.0707773731937567 & -0.158876789501934 \tabularnewline
Winsorized Mean ( 73 / 104 ) & -0.01467251430407 & 0.0695207493887652 & -0.211052303565087 \tabularnewline
Winsorized Mean ( 74 / 104 ) & -0.0173060011564436 & 0.0689039137376458 & -0.251161366861349 \tabularnewline
Winsorized Mean ( 75 / 104 ) & -0.0181138055259268 & 0.0687388675800976 & -0.263516205075968 \tabularnewline
Winsorized Mean ( 76 / 104 ) & -0.029180283414742 & 0.0678985034810581 & -0.429763277814842 \tabularnewline
Winsorized Mean ( 77 / 104 ) & -0.0217528007758985 & 0.0672629926600233 & -0.323399241033576 \tabularnewline
Winsorized Mean ( 78 / 104 ) & -0.0220992423191885 & 0.0671496517689424 & -0.329104347334973 \tabularnewline
Winsorized Mean ( 79 / 104 ) & -0.0263538125097185 & 0.066830157777566 & -0.394340121078767 \tabularnewline
Winsorized Mean ( 80 / 104 ) & -0.0431433667057494 & 0.0656067823962184 & -0.657605283020801 \tabularnewline
Winsorized Mean ( 81 / 104 ) & -0.0519113993186139 & 0.0646111645632569 & -0.803443176879912 \tabularnewline
Winsorized Mean ( 82 / 104 ) & -0.0601210398093759 & 0.0636578375926888 & -0.944440497555967 \tabularnewline
Winsorized Mean ( 83 / 104 ) & -0.0567075196882015 & 0.0633158865824133 & -0.895628613118917 \tabularnewline
Winsorized Mean ( 84 / 104 ) & -0.0500623447513196 & 0.0627500970822326 & -0.797805056551769 \tabularnewline
Winsorized Mean ( 85 / 104 ) & -0.0584587729950042 & 0.0618230314118285 & -0.945582441688866 \tabularnewline
Winsorized Mean ( 86 / 104 ) & -0.0491045679202463 & 0.0609113939913455 & -0.806163916183288 \tabularnewline
Winsorized Mean ( 87 / 104 ) & -0.0429079625625778 & 0.0597168806241616 & -0.718523173248556 \tabularnewline
Winsorized Mean ( 88 / 104 ) & -0.0386229771714219 & 0.0594194719462709 & -0.650005392278581 \tabularnewline
Winsorized Mean ( 89 / 104 ) & -0.0355051215192819 & 0.0582730104012645 & -0.609289296619407 \tabularnewline
Winsorized Mean ( 90 / 104 ) & -0.0435612452217414 & 0.0572781508980965 & -0.760521150538557 \tabularnewline
Winsorized Mean ( 91 / 104 ) & -0.0361601118872835 & 0.0564458628526147 & -0.640615805301815 \tabularnewline
Winsorized Mean ( 92 / 104 ) & -0.0341771890114908 & 0.0557295418312961 & -0.61326879583815 \tabularnewline
Winsorized Mean ( 93 / 104 ) & -0.0288451401533296 & 0.0552590685245734 & -0.521998305861821 \tabularnewline
Winsorized Mean ( 94 / 104 ) & -0.0310844606217947 & 0.0539395831410529 & -0.57628292270091 \tabularnewline
Winsorized Mean ( 95 / 104 ) & -0.0243306895649397 & 0.0534867033694327 & -0.454892300931086 \tabularnewline
Winsorized Mean ( 96 / 104 ) & -0.0228585450926844 & 0.0529150037189085 & -0.431986081189978 \tabularnewline
Winsorized Mean ( 97 / 104 ) & -0.00812720738066803 & 0.0518224599834193 & -0.156827896307283 \tabularnewline
Winsorized Mean ( 98 / 104 ) & -0.0134015790965995 & 0.0513985056619089 & -0.260738691213182 \tabularnewline
Winsorized Mean ( 99 / 104 ) & -0.0183377461142135 & 0.0507912241668611 & -0.361041625103772 \tabularnewline
Winsorized Mean ( 100 / 104 ) & -0.0203109914919987 & 0.0504068843104025 & -0.40294082385503 \tabularnewline
Winsorized Mean ( 101 / 104 ) & -0.0113511682053312 & 0.049677637178272 & -0.228496539893729 \tabularnewline
Winsorized Mean ( 102 / 104 ) & -0.00981408459289572 & 0.0494448486831927 & -0.198485481385075 \tabularnewline
Winsorized Mean ( 103 / 104 ) & -0.0102058019186463 & 0.048318662498783 & -0.211218634599071 \tabularnewline
Winsorized Mean ( 104 / 104 ) & -0.0127952050368682 & 0.0480147363446253 & -0.266484958805787 \tabularnewline
Trimmed Mean ( 1 / 104 ) & 0.0282505471861617 & 0.124680624282722 & 0.226583299118728 \tabularnewline
Trimmed Mean ( 2 / 104 ) & 0.0250371855406535 & 0.122335993464189 & 0.204659191720077 \tabularnewline
Trimmed Mean ( 3 / 104 ) & 0.0219377920482875 & 0.120285626402991 & 0.182380827238574 \tabularnewline
Trimmed Mean ( 4 / 104 ) & 0.0184655175946211 & 0.118267868086425 & 0.156133004622416 \tabularnewline
Trimmed Mean ( 5 / 104 ) & 0.0165109032783123 & 0.116582799830929 & 0.141623835610885 \tabularnewline
Trimmed Mean ( 6 / 104 ) & 0.0135181809194359 & 0.115001769693902 & 0.117547590401583 \tabularnewline
Trimmed Mean ( 7 / 104 ) & 0.0112282278421479 & 0.113502125675843 & 0.0989252648379043 \tabularnewline
Trimmed Mean ( 8 / 104 ) & 0.00900698493727766 & 0.11196530317142 & 0.0804444294987336 \tabularnewline
Trimmed Mean ( 9 / 104 ) & 0.0069059917617538 & 0.110396025212734 & 0.0625565254586465 \tabularnewline
Trimmed Mean ( 10 / 104 ) & 0.00323474464658616 & 0.108986167133783 & 0.0296803230323297 \tabularnewline
Trimmed Mean ( 11 / 104 ) & 0.000259201683701759 & 0.1076457393353 & 0.00240791400850883 \tabularnewline
Trimmed Mean ( 12 / 104 ) & -0.00327326427160709 & 0.106313722532929 & -0.0307887278671222 \tabularnewline
Trimmed Mean ( 13 / 104 ) & -0.00587837024589798 & 0.105132256721213 & -0.0559140498761105 \tabularnewline
Trimmed Mean ( 14 / 104 ) & -0.00902432990418173 & 0.103998687609768 & -0.086773497931469 \tabularnewline
Trimmed Mean ( 15 / 104 ) & -0.0124628760208353 & 0.102882240643927 & -0.121137291944963 \tabularnewline
Trimmed Mean ( 16 / 104 ) & -0.0153753082502014 & 0.101819368046016 & -0.15100573245802 \tabularnewline
Trimmed Mean ( 17 / 104 ) & -0.0183753011651713 & 0.100810200468579 & -0.18227620895267 \tabularnewline
Trimmed Mean ( 18 / 104 ) & -0.0202032878947607 & 0.0999494620996163 & -0.202135033749604 \tabularnewline
Trimmed Mean ( 19 / 104 ) & -0.0217138112482217 & 0.0991157426888994 & -0.219075301855692 \tabularnewline
Trimmed Mean ( 20 / 104 ) & -0.0231907740578966 & 0.0982521043353349 & -0.236033357400126 \tabularnewline
Trimmed Mean ( 21 / 104 ) & -0.0244652583519526 & 0.0973904678762596 & -0.251207935288258 \tabularnewline
Trimmed Mean ( 22 / 104 ) & -0.0259144576063107 & 0.0965489324815016 & -0.268407500116853 \tabularnewline
Trimmed Mean ( 23 / 104 ) & -0.0273261542138526 & 0.095706709110261 & -0.285519734905636 \tabularnewline
Trimmed Mean ( 24 / 104 ) & -0.0289000092254246 & 0.0948587501149791 & -0.304663609739688 \tabularnewline
Trimmed Mean ( 25 / 104 ) & -0.0302528861906818 & 0.0940114021702927 & -0.321800180534288 \tabularnewline
Trimmed Mean ( 26 / 104 ) & -0.0310025953219666 & 0.0932278367739739 & -0.332546548271101 \tabularnewline
Trimmed Mean ( 27 / 104 ) & -0.0316255592954356 & 0.0924631266587562 & -0.342034283700492 \tabularnewline
Trimmed Mean ( 28 / 104 ) & -0.0327483743557256 & 0.0917326609688674 & -0.356997976618599 \tabularnewline
Trimmed Mean ( 29 / 104 ) & -0.0338120075869742 & 0.0909785744544663 & -0.371648025809601 \tabularnewline
Trimmed Mean ( 30 / 104 ) & -0.0337872016683487 & 0.0903865094598816 & -0.373808014827094 \tabularnewline
Trimmed Mean ( 31 / 104 ) & -0.0337872016683487 & 0.0897720347936138 & -0.376366668595912 \tabularnewline
Trimmed Mean ( 32 / 104 ) & -0.0340502270205075 & 0.0891581695570867 & -0.381908098715572 \tabularnewline
Trimmed Mean ( 33 / 104 ) & -0.0343914364981364 & 0.0885581858910718 & -0.388348475661397 \tabularnewline
Trimmed Mean ( 34 / 104 ) & -0.0345587323598698 & 0.0879824995706629 & -0.392790981485063 \tabularnewline
Trimmed Mean ( 35 / 104 ) & -0.0345961223995658 & 0.0874291971928925 & -0.395704450119077 \tabularnewline
Trimmed Mean ( 36 / 104 ) & -0.0346345759696213 & 0.0868545594563402 & -0.398765202269332 \tabularnewline
Trimmed Mean ( 37 / 104 ) & -0.0348684223682829 & 0.0862960973195394 & -0.404055611451016 \tabularnewline
Trimmed Mean ( 38 / 104 ) & -0.035178119613016 & 0.0857177002784942 & -0.410395046749077 \tabularnewline
Trimmed Mean ( 39 / 104 ) & -0.0353937243917105 & 0.0851362607168108 & -0.415730313895754 \tabularnewline
Trimmed Mean ( 40 / 104 ) & -0.0357968947946286 & 0.0845677906132478 & -0.423292302365304 \tabularnewline
Trimmed Mean ( 41 / 104 ) & -0.0360377580249395 & 0.0840060791288057 & -0.42898988262127 \tabularnewline
Trimmed Mean ( 42 / 104 ) & -0.0360362676464969 & 0.0834474916764434 & -0.431843629119768 \tabularnewline
Trimmed Mean ( 43 / 104 ) & -0.0359223138129454 & 0.0828813678117373 & -0.433418448094896 \tabularnewline
Trimmed Mean ( 44 / 104 ) & -0.0359543774876387 & 0.0823177654239052 & -0.436775431190185 \tabularnewline
Trimmed Mean ( 45 / 104 ) & -0.0359543774876387 & 0.0817825243202067 & -0.439633990103618 \tabularnewline
Trimmed Mean ( 46 / 104 ) & -0.0363059219370647 & 0.0812589594370731 & -0.446792848303454 \tabularnewline
Trimmed Mean ( 47 / 104 ) & -0.0364311662503333 & 0.0807257834247247 & -0.45129529506895 \tabularnewline
Trimmed Mean ( 48 / 104 ) & -0.0366544479003257 & 0.0801813060104915 & -0.457144560547937 \tabularnewline
Trimmed Mean ( 49 / 104 ) & -0.0370597908870577 & 0.0796498979033828 & -0.465283595617562 \tabularnewline
Trimmed Mean ( 50 / 104 ) & -0.0374775570130376 & 0.0791694132544498 & -0.473384296692777 \tabularnewline
Trimmed Mean ( 51 / 104 ) & -0.0380023501650191 & 0.0786919770033299 & -0.482925345278986 \tabularnewline
Trimmed Mean ( 52 / 104 ) & -0.0389612266497391 & 0.0782461577787257 & -0.497931499204327 \tabularnewline
Trimmed Mean ( 53 / 104 ) & -0.0399669703181022 & 0.0777883730972877 & -0.513791055484817 \tabularnewline
Trimmed Mean ( 54 / 104 ) & -0.0408981401582103 & 0.0773374236026268 & -0.528827290243752 \tabularnewline
Trimmed Mean ( 55 / 104 ) & -0.0418337650400361 & 0.0769022765064653 & -0.543986042292508 \tabularnewline
Trimmed Mean ( 56 / 104 ) & -0.0427065531127436 & 0.0764503033348253 & -0.558618491357765 \tabularnewline
Trimmed Mean ( 57 / 104 ) & -0.0435578455163631 & 0.0759959831148935 & -0.573159839915628 \tabularnewline
Trimmed Mean ( 58 / 104 ) & -0.0444710126705095 & 0.0755225520845318 & -0.588844145795463 \tabularnewline
Trimmed Mean ( 59 / 104 ) & -0.0451412589536838 & 0.0750556374095258 & -0.601437287213746 \tabularnewline
Trimmed Mean ( 60 / 104 ) & -0.045854289051416 & 0.0745752614657034 & -0.614872655491849 \tabularnewline
Trimmed Mean ( 61 / 104 ) & -0.0465319170243208 & 0.0740767160324235 & -0.628158475653182 \tabularnewline
Trimmed Mean ( 62 / 104 ) & -0.0465319170243208 & 0.0735774513054749 & -0.63242088708852 \tabularnewline
Trimmed Mean ( 63 / 104 ) & -0.047869967282087 & 0.0731080991615607 & -0.654783366427018 \tabularnewline
Trimmed Mean ( 64 / 104 ) & -0.0484001039691273 & 0.0726297241957968 & -0.666395260412241 \tabularnewline
Trimmed Mean ( 65 / 104 ) & -0.0489513371154551 & 0.0721543270273524 & -0.678425523903765 \tabularnewline
Trimmed Mean ( 66 / 104 ) & -0.0497276979598066 & 0.0716879788826678 & -0.693668572260857 \tabularnewline
Trimmed Mean ( 67 / 104 ) & -0.0508760868678064 & 0.071238105552602 & -0.714169565194847 \tabularnewline
Trimmed Mean ( 68 / 104 ) & -0.0519999826032719 & 0.0707841317114316 & -0.734627682024302 \tabularnewline
Trimmed Mean ( 69 / 104 ) & -0.0532450343209413 & 0.0703096590601056 & -0.757293308383472 \tabularnewline
Trimmed Mean ( 70 / 104 ) & -0.0545628102543962 & 0.0698138624753765 & -0.781546935232821 \tabularnewline
Trimmed Mean ( 71 / 104 ) & -0.0559250971214625 & 0.0692963020568401 & -0.807043023386589 \tabularnewline
Trimmed Mean ( 72 / 104 ) & -0.0573035819953108 & 0.0688252536827335 & -0.832595289215574 \tabularnewline
Trimmed Mean ( 73 / 104 ) & -0.0585059175419931 & 0.0683568790553897 & -0.855889244074259 \tabularnewline
Trimmed Mean ( 74 / 104 ) & -0.0596482514720158 & 0.0679163362175577 & -0.878260736576593 \tabularnewline
Trimmed Mean ( 75 / 104 ) & -0.0607502519807294 & 0.0674720906299741 & -0.900376013452612 \tabularnewline
Trimmed Mean ( 76 / 104 ) & -0.0618587995885543 & 0.0670000167870221 & -0.923265434174283 \tabularnewline
Trimmed Mean ( 77 / 104 ) & -0.0627078749588265 & 0.0665345447180735 & -0.942485970626812 \tabularnewline
Trimmed Mean ( 78 / 104 ) & -0.0637716431194221 & 0.0660632821631788 & -0.965311456398786 \tabularnewline
Trimmed Mean ( 79 / 104 ) & -0.0648540431402073 & 0.0655582324836642 & -0.989258567280131 \tabularnewline
Trimmed Mean ( 80 / 104 ) & -0.0658543822438643 & 0.0650283582119423 & -1.01270252017173 \tabularnewline
Trimmed Mean ( 81 / 104 ) & -0.0664448686478553 & 0.0645228067410683 & -1.02978887627285 \tabularnewline
Trimmed Mean ( 82 / 104 ) & -0.0668231170988666 & 0.0640293715470657 & -1.04363225007991 \tabularnewline
Trimmed Mean ( 83 / 104 ) & -0.0669977786520173 & 0.063546117660541 & -1.05431741731123 \tabularnewline
Trimmed Mean ( 84 / 104 ) & -0.0672663998699483 & 0.0630385400530642 & -1.06706785743016 \tabularnewline
Trimmed Mean ( 85 / 104 ) & -0.0672663998699483 & 0.0625173026533942 & -1.07596452525925 \tabularnewline
Trimmed Mean ( 86 / 104 ) & -0.0679591264526629 & 0.0620029871093102 & -1.09606213540732 \tabularnewline
Trimmed Mean ( 87 / 104 ) & -0.0684547973544252 & 0.0614942666136434 & -1.11318991385837 \tabularnewline
Trimmed Mean ( 88 / 104 ) & -0.0691284461420398 & 0.0610082043620919 & -1.13310081594523 \tabularnewline
Trimmed Mean ( 89 / 104 ) & -0.0699355786317644 & 0.0604921495104271 & -1.15610999440034 \tabularnewline
Trimmed Mean ( 90 / 104 ) & -0.0699355786317644 & 0.0599957327944454 & -1.16567588017259 \tabularnewline
Trimmed Mean ( 91 / 104 ) & -0.0715776721960275 & 0.0595121047555959 & -1.20274140008965 \tabularnewline
Trimmed Mean ( 92 / 104 ) & -0.0725263568471545 & 0.0590302037195038 & -1.22863131544965 \tabularnewline
Trimmed Mean ( 93 / 104 ) & -0.0735585290663339 & 0.058543170362358 & -1.25648352508136 \tabularnewline
Trimmed Mean ( 94 / 104 ) & -0.0747682565499323 & 0.0580338359689471 & -1.28835627184699 \tabularnewline
Trimmed Mean ( 95 / 104 ) & -0.0747682565499323 & 0.0575573335100319 & -1.2990222442619 \tabularnewline
Trimmed Mean ( 96 / 104 ) & -0.0773696470129553 & 0.0570566649030704 & -1.35601418597447 \tabularnewline
Trimmed Mean ( 97 / 104 ) & -0.078871012108217 & 0.0565384706076459 & -1.3949972693027 \tabularnewline
Trimmed Mean ( 98 / 104 ) & -0.0808326248948323 & 0.0560334389709891 & -1.44257833142604 \tabularnewline
Trimmed Mean ( 99 / 104 ) & -0.0827157690309806 & 0.0555008621494449 & -1.49035106532679 \tabularnewline
Trimmed Mean ( 100 / 104 ) & -0.0845272718403269 & 0.0549510841572533 & -1.53822755522776 \tabularnewline
Trimmed Mean ( 101 / 104 ) & -0.0863486790647522 & 0.0543646779415112 & -1.58832319686785 \tabularnewline
Trimmed Mean ( 102 / 104 ) & -0.0884938223896641 & 0.0537602470765325 & -1.64608288097496 \tabularnewline
Trimmed Mean ( 103 / 104 ) & -0.0907642698732557 & 0.0530989146025292 & -1.70934322391841 \tabularnewline
Trimmed Mean ( 104 / 104 ) & -0.0931106330175647 & 0.0524475613073686 & -1.77530910297031 \tabularnewline
Median & -0.165679569226157 &  &  \tabularnewline
Midrange & 0.13074081135649 &  &  \tabularnewline
Midmean - Weighted Average at Xnp & -0.0725412173551185 &  &  \tabularnewline
Midmean - Weighted Average at X(n+1)p & -0.0637716431194221 &  &  \tabularnewline
Midmean - Empirical Distribution Function & -0.0725412173551185 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Averaging & -0.0637716431194221 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Interpolation & -0.0637716431194221 &  &  \tabularnewline
Midmean - Closest Observation & -0.0725412173551185 &  &  \tabularnewline
Midmean - True Basic - Statistics Graphics Toolkit & -0.0637716431194221 &  &  \tabularnewline
Midmean - MS Excel (old versions) & -0.0627078749588266 &  &  \tabularnewline
Number of observations & 312 &  &  \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=230767&T=1

[TABLE]
[ROW][C]Central Tendency - Ungrouped Data[/C][/ROW]
[ROW][C]Measure[/C][C]Value[/C][C]S.E.[/C][C]Value/S.E.[/C][/ROW]
[ROW][C]Arithmetic Mean[/C][C]0.0289075360590485[/C][C]0.127343479916187[/C][C]0.227004445599212[/C][/ROW]
[ROW][C]Geometric Mean[/C][C]NaN[/C][C][/C][C][/C][/ROW]
[ROW][C]Harmonic Mean[/C][C]55.6759917971011[/C][C][/C][C][/C][/ROW]
[ROW][C]Quadratic Mean[/C][C]2.24591277422769[/C][C][/C][C][/C][/ROW]
[ROW][C]Winsorized Mean ( 1 / 104 )[/C][C]0.0314227118874968[/C][C]0.126918459461337[/C][C]0.247581888567352[/C][/ROW]
[ROW][C]Winsorized Mean ( 2 / 104 )[/C][C]0.0311167650833715[/C][C]0.126171241101867[/C][C]0.246623278107003[/C][/ROW]
[ROW][C]Winsorized Mean ( 3 / 104 )[/C][C]0.0320875173743893[/C][C]0.12582464166313[/C][C]0.255017752884185[/C][/ROW]
[ROW][C]Winsorized Mean ( 4 / 104 )[/C][C]0.0260333832808425[/C][C]0.124332131873352[/C][C]0.209385803079134[/C][/ROW]
[ROW][C]Winsorized Mean ( 5 / 104 )[/C][C]0.0308989915421409[/C][C]0.12355692544613[/C][C]0.250078993391695[/C][/ROW]
[ROW][C]Winsorized Mean ( 6 / 104 )[/C][C]0.0266413735546636[/C][C]0.122789432640716[/C][C]0.216967966882106[/C][/ROW]
[ROW][C]Winsorized Mean ( 7 / 104 )[/C][C]0.0259795589283373[/C][C]0.122617042246933[/C][C]0.211875596183588[/C][/ROW]
[ROW][C]Winsorized Mean ( 8 / 104 )[/C][C]0.0248452411835344[/C][C]0.122378018905831[/C][C]0.203020455843893[/C][/ROW]
[ROW][C]Winsorized Mean ( 9 / 104 )[/C][C]0.0378291886164351[/C][C]0.120732455005809[/C][C]0.313330732938504[/C][/ROW]
[ROW][C]Winsorized Mean ( 10 / 104 )[/C][C]0.0308920350067297[/C][C]0.119705928918851[/C][C]0.258066039716976[/C][/ROW]
[ROW][C]Winsorized Mean ( 11 / 104 )[/C][C]0.0361273175376069[/C][C]0.119123932942148[/C][C]0.303275056869991[/C][/ROW]
[ROW][C]Winsorized Mean ( 12 / 104 )[/C][C]0.0253829014455927[/C][C]0.117240288236608[/C][C]0.216503233038513[/C][/ROW]
[ROW][C]Winsorized Mean ( 13 / 104 )[/C][C]0.0313488190437931[/C][C]0.116265778165598[/C][C]0.269630664658201[/C][/ROW]
[ROW][C]Winsorized Mean ( 14 / 104 )[/C][C]0.0344865036488579[/C][C]0.11556935534423[/C][C]0.298405261032546[/C][/ROW]
[ROW][C]Winsorized Mean ( 15 / 104 )[/C][C]0.0267429424513998[/C][C]0.114464900676385[/C][C]0.23363443547649[/C][/ROW]
[ROW][C]Winsorized Mean ( 16 / 104 )[/C][C]0.0273938215119337[/C][C]0.113318967022946[/C][C]0.241740833256861[/C][/ROW]
[ROW][C]Winsorized Mean ( 17 / 104 )[/C][C]0.00911480696057799[/C][C]0.111039486317442[/C][C]0.0820861772948086[/C][/ROW]
[ROW][C]Winsorized Mean ( 18 / 104 )[/C][C]0.00367460050033417[/C][C]0.110227318126617[/C][C]0.0333365681283583[/C][/ROW]
[ROW][C]Winsorized Mean ( 19 / 104 )[/C][C]0.00275075221459781[/C][C]0.110128479287397[/C][C]0.0249776645641252[/C][/ROW]
[ROW][C]Winsorized Mean ( 20 / 104 )[/C][C]-0.00113239204538806[/C][C]0.109582253059419[/C][C]-0.0103337174932335[/C][/ROW]
[ROW][C]Winsorized Mean ( 21 / 104 )[/C][C]0.00167606665935274[/C][C]0.108763173303451[/C][C]0.0154102405110642[/C][/ROW]
[ROW][C]Winsorized Mean ( 22 / 104 )[/C][C]0.000563903122327475[/C][C]0.108225433607336[/C][C]0.00521044918492478[/C][/ROW]
[ROW][C]Winsorized Mean ( 23 / 104 )[/C][C]0.00330348562674073[/C][C]0.107738650303544[/C][C]0.0306620290623044[/C][/ROW]
[ROW][C]Winsorized Mean ( 24 / 104 )[/C][C]-0.00163433500254926[/C][C]0.107144552208908[/C][C]-0.0152535520365297[/C][/ROW]
[ROW][C]Winsorized Mean ( 25 / 104 )[/C][C]-0.0146339459555805[/C][C]0.105574544340802[/C][C]-0.138612447223463[/C][/ROW]
[ROW][C]Winsorized Mean ( 26 / 104 )[/C][C]-0.0176088698923839[/C][C]0.104700516884126[/C][C]-0.168183218349074[/C][/ROW]
[ROW][C]Winsorized Mean ( 27 / 104 )[/C][C]-0.00675088719054847[/C][C]0.103561326806423[/C][C]-0.0651873377710506[/C][/ROW]
[ROW][C]Winsorized Mean ( 28 / 104 )[/C][C]-0.00850299121264884[/C][C]0.103374030815735[/C][C]-0.0822546160341324[/C][/ROW]
[ROW][C]Winsorized Mean ( 29 / 104 )[/C][C]-0.0343930385270865[/C][C]0.100050850982366[/C][C]-0.343755582180387[/C][/ROW]
[ROW][C]Winsorized Mean ( 30 / 104 )[/C][C]-0.0332219893299624[/C][C]0.0999355935064001[/C][C]-0.332434002384094[/C][/ROW]
[ROW][C]Winsorized Mean ( 31 / 104 )[/C][C]-0.0279088803825091[/C][C]0.0993927091583568[/C][C]-0.280794040315809[/C][/ROW]
[ROW][C]Winsorized Mean ( 32 / 104 )[/C][C]-0.0254412494311029[/C][C]0.0986014154658364[/C][C]-0.258021138042565[/C][/ROW]
[ROW][C]Winsorized Mean ( 33 / 104 )[/C][C]-0.0300739163741692[/C][C]0.0976173429564685[/C][C]-0.308079645105485[/C][/ROW]
[ROW][C]Winsorized Mean ( 34 / 104 )[/C][C]-0.0335726899027589[/C][C]0.0966675284763246[/C][C]-0.347300592369871[/C][/ROW]
[ROW][C]Winsorized Mean ( 35 / 104 )[/C][C]-0.0335608339749967[/C][C]0.0965346484075846[/C][C]-0.347655836827598[/C][/ROW]
[ROW][C]Winsorized Mean ( 36 / 104 )[/C][C]-0.0282127940986832[/C][C]0.0956712176974275[/C][C]-0.294893226800037[/C][/ROW]
[ROW][C]Winsorized Mean ( 37 / 104 )[/C][C]-0.0262008699932522[/C][C]0.0954944223789466[/C][C]-0.274370684072838[/C][/ROW]
[ROW][C]Winsorized Mean ( 38 / 104 )[/C][C]-0.0290333834202228[/C][C]0.0949718785887435[/C][C]-0.305705055555929[/C][/ROW]
[ROW][C]Winsorized Mean ( 39 / 104 )[/C][C]-0.0237017827070841[/C][C]0.0941255846316551[/C][C]-0.251810204418247[/C][/ROW]
[ROW][C]Winsorized Mean ( 40 / 104 )[/C][C]-0.0286945174905906[/C][C]0.0934022899217844[/C][C]-0.307214282590068[/C][/ROW]
[ROW][C]Winsorized Mean ( 41 / 104 )[/C][C]-0.0360824120559682[/C][C]0.0927450224377107[/C][C]-0.389049580317928[/C][/ROW]
[ROW][C]Winsorized Mean ( 42 / 104 )[/C][C]-0.0395030938903134[/C][C]0.0922906368953966[/C][C]-0.428029269481439[/C][/ROW]
[ROW][C]Winsorized Mean ( 43 / 104 )[/C][C]-0.034932450624979[/C][C]0.0916219865626309[/C][C]-0.381267116502652[/C][/ROW]
[ROW][C]Winsorized Mean ( 44 / 104 )[/C][C]-0.027308324432267[/C][C]0.0904264996250119[/C][C]-0.30199470891289[/C][/ROW]
[ROW][C]Winsorized Mean ( 45 / 104 )[/C][C]-0.0338386571555247[/C][C]0.089582286749087[/C][C]-0.377738260358369[/C][/ROW]
[ROW][C]Winsorized Mean ( 46 / 104 )[/C][C]-0.0322804412529053[/C][C]0.0891703648473054[/C][C]-0.362008625939595[/C][/ROW]
[ROW][C]Winsorized Mean ( 47 / 104 )[/C][C]-0.0291659248698101[/C][C]0.0887759570835203[/C][C]-0.328534051650616[/C][/ROW]
[ROW][C]Winsorized Mean ( 48 / 104 )[/C][C]-0.0233093095679209[/C][C]0.087865156256626[/C][C]-0.265285018100256[/C][/ROW]
[ROW][C]Winsorized Mean ( 49 / 104 )[/C][C]-0.0231503212823171[/C][C]0.0861771865366765[/C][C]-0.268636308664643[/C][/ROW]
[ROW][C]Winsorized Mean ( 50 / 104 )[/C][C]-0.0198162490136569[/C][C]0.0855128720451639[/C][C]-0.231734106687364[/C][/ROW]
[ROW][C]Winsorized Mean ( 51 / 104 )[/C][C]-0.00540054968453938[/C][C]0.0842334296895332[/C][C]-0.0641140899099642[/C][/ROW]
[ROW][C]Winsorized Mean ( 52 / 104 )[/C][C]-0.00443069403594115[/C][C]0.0839016625171883[/C][C]-0.0528081792781337[/C][/ROW]
[ROW][C]Winsorized Mean ( 53 / 104 )[/C][C]-0.00769835393589255[/C][C]0.0831625666644628[/C][C]-0.0925699415573982[/C][/ROW]
[ROW][C]Winsorized Mean ( 54 / 104 )[/C][C]-0.00818725486668548[/C][C]0.0822302133972558[/C][C]-0.0995650446282158[/C][/ROW]
[ROW][C]Winsorized Mean ( 55 / 104 )[/C][C]-0.0110623906817585[/C][C]0.0819974076507703[/C][C]-0.134911468529269[/C][/ROW]
[ROW][C]Winsorized Mean ( 56 / 104 )[/C][C]-0.0124529307687282[/C][C]0.0814351644622739[/C][C]-0.152918347386616[/C][/ROW]
[ROW][C]Winsorized Mean ( 57 / 104 )[/C][C]-0.0108594370351993[/C][C]0.0812114684170347[/C][C]-0.133718023413075[/C][/ROW]
[ROW][C]Winsorized Mean ( 58 / 104 )[/C][C]-0.020299181970904[/C][C]0.0804403255021332[/C][C]-0.25235081837611[/C][/ROW]
[ROW][C]Winsorized Mean ( 59 / 104 )[/C][C]-0.0192527815590983[/C][C]0.0800739263111826[/C][C]-0.24043758619102[/C][/ROW]
[ROW][C]Winsorized Mean ( 60 / 104 )[/C][C]-0.0210948054260483[/C][C]0.0797869129076259[/C][C]-0.264389292144578[/C][/ROW]
[ROW][C]Winsorized Mean ( 61 / 104 )[/C][C]-0.0203975273595635[/C][C]0.0791128701427066[/C][C]-0.257828180456224[/C][/ROW]
[ROW][C]Winsorized Mean ( 62 / 104 )[/C][C]-0.0240667758580913[/C][C]0.0778067799293215[/C][C]-0.309314636590194[/C][/ROW]
[ROW][C]Winsorized Mean ( 63 / 104 )[/C][C]-0.0281733503712823[/C][C]0.0773260243840953[/C][C]-0.364345000220613[/C][/ROW]
[ROW][C]Winsorized Mean ( 64 / 104 )[/C][C]-0.0278207331728884[/C][C]0.0765805247782978[/C][C]-0.36328731428036[/C][/ROW]
[ROW][C]Winsorized Mean ( 65 / 104 )[/C][C]-0.0198378054522738[/C][C]0.0757005329741822[/C][C]-0.26205635116254[/C][/ROW]
[ROW][C]Winsorized Mean ( 66 / 104 )[/C][C]-0.00648643869319908[/C][C]0.074659853395014[/C][C]-0.0868798745006946[/C][/ROW]
[ROW][C]Winsorized Mean ( 67 / 104 )[/C][C]-0.00839859163508581[/C][C]0.0740740833385927[/C][C]-0.113380972892987[/C][/ROW]
[ROW][C]Winsorized Mean ( 68 / 104 )[/C][C]-0.00478379054088443[/C][C]0.0737981132283874[/C][C]-0.0648226672961103[/C][/ROW]
[ROW][C]Winsorized Mean ( 69 / 104 )[/C][C]-0.00311886515990905[/C][C]0.0735111843140182[/C][C]-0.042427083565763[/C][/ROW]
[ROW][C]Winsorized Mean ( 70 / 104 )[/C][C]-0.00260379192718761[/C][C]0.0732032951062341[/C][C]-0.0355693268097964[/C][/ROW]
[ROW][C]Winsorized Mean ( 71 / 104 )[/C][C]-0.003224560021262[/C][C]0.0715299322986221[/C][C]-0.0450798696103913[/C][/ROW]
[ROW][C]Winsorized Mean ( 72 / 104 )[/C][C]-0.0112448818224043[/C][C]0.0707773731937567[/C][C]-0.158876789501934[/C][/ROW]
[ROW][C]Winsorized Mean ( 73 / 104 )[/C][C]-0.01467251430407[/C][C]0.0695207493887652[/C][C]-0.211052303565087[/C][/ROW]
[ROW][C]Winsorized Mean ( 74 / 104 )[/C][C]-0.0173060011564436[/C][C]0.0689039137376458[/C][C]-0.251161366861349[/C][/ROW]
[ROW][C]Winsorized Mean ( 75 / 104 )[/C][C]-0.0181138055259268[/C][C]0.0687388675800976[/C][C]-0.263516205075968[/C][/ROW]
[ROW][C]Winsorized Mean ( 76 / 104 )[/C][C]-0.029180283414742[/C][C]0.0678985034810581[/C][C]-0.429763277814842[/C][/ROW]
[ROW][C]Winsorized Mean ( 77 / 104 )[/C][C]-0.0217528007758985[/C][C]0.0672629926600233[/C][C]-0.323399241033576[/C][/ROW]
[ROW][C]Winsorized Mean ( 78 / 104 )[/C][C]-0.0220992423191885[/C][C]0.0671496517689424[/C][C]-0.329104347334973[/C][/ROW]
[ROW][C]Winsorized Mean ( 79 / 104 )[/C][C]-0.0263538125097185[/C][C]0.066830157777566[/C][C]-0.394340121078767[/C][/ROW]
[ROW][C]Winsorized Mean ( 80 / 104 )[/C][C]-0.0431433667057494[/C][C]0.0656067823962184[/C][C]-0.657605283020801[/C][/ROW]
[ROW][C]Winsorized Mean ( 81 / 104 )[/C][C]-0.0519113993186139[/C][C]0.0646111645632569[/C][C]-0.803443176879912[/C][/ROW]
[ROW][C]Winsorized Mean ( 82 / 104 )[/C][C]-0.0601210398093759[/C][C]0.0636578375926888[/C][C]-0.944440497555967[/C][/ROW]
[ROW][C]Winsorized Mean ( 83 / 104 )[/C][C]-0.0567075196882015[/C][C]0.0633158865824133[/C][C]-0.895628613118917[/C][/ROW]
[ROW][C]Winsorized Mean ( 84 / 104 )[/C][C]-0.0500623447513196[/C][C]0.0627500970822326[/C][C]-0.797805056551769[/C][/ROW]
[ROW][C]Winsorized Mean ( 85 / 104 )[/C][C]-0.0584587729950042[/C][C]0.0618230314118285[/C][C]-0.945582441688866[/C][/ROW]
[ROW][C]Winsorized Mean ( 86 / 104 )[/C][C]-0.0491045679202463[/C][C]0.0609113939913455[/C][C]-0.806163916183288[/C][/ROW]
[ROW][C]Winsorized Mean ( 87 / 104 )[/C][C]-0.0429079625625778[/C][C]0.0597168806241616[/C][C]-0.718523173248556[/C][/ROW]
[ROW][C]Winsorized Mean ( 88 / 104 )[/C][C]-0.0386229771714219[/C][C]0.0594194719462709[/C][C]-0.650005392278581[/C][/ROW]
[ROW][C]Winsorized Mean ( 89 / 104 )[/C][C]-0.0355051215192819[/C][C]0.0582730104012645[/C][C]-0.609289296619407[/C][/ROW]
[ROW][C]Winsorized Mean ( 90 / 104 )[/C][C]-0.0435612452217414[/C][C]0.0572781508980965[/C][C]-0.760521150538557[/C][/ROW]
[ROW][C]Winsorized Mean ( 91 / 104 )[/C][C]-0.0361601118872835[/C][C]0.0564458628526147[/C][C]-0.640615805301815[/C][/ROW]
[ROW][C]Winsorized Mean ( 92 / 104 )[/C][C]-0.0341771890114908[/C][C]0.0557295418312961[/C][C]-0.61326879583815[/C][/ROW]
[ROW][C]Winsorized Mean ( 93 / 104 )[/C][C]-0.0288451401533296[/C][C]0.0552590685245734[/C][C]-0.521998305861821[/C][/ROW]
[ROW][C]Winsorized Mean ( 94 / 104 )[/C][C]-0.0310844606217947[/C][C]0.0539395831410529[/C][C]-0.57628292270091[/C][/ROW]
[ROW][C]Winsorized Mean ( 95 / 104 )[/C][C]-0.0243306895649397[/C][C]0.0534867033694327[/C][C]-0.454892300931086[/C][/ROW]
[ROW][C]Winsorized Mean ( 96 / 104 )[/C][C]-0.0228585450926844[/C][C]0.0529150037189085[/C][C]-0.431986081189978[/C][/ROW]
[ROW][C]Winsorized Mean ( 97 / 104 )[/C][C]-0.00812720738066803[/C][C]0.0518224599834193[/C][C]-0.156827896307283[/C][/ROW]
[ROW][C]Winsorized Mean ( 98 / 104 )[/C][C]-0.0134015790965995[/C][C]0.0513985056619089[/C][C]-0.260738691213182[/C][/ROW]
[ROW][C]Winsorized Mean ( 99 / 104 )[/C][C]-0.0183377461142135[/C][C]0.0507912241668611[/C][C]-0.361041625103772[/C][/ROW]
[ROW][C]Winsorized Mean ( 100 / 104 )[/C][C]-0.0203109914919987[/C][C]0.0504068843104025[/C][C]-0.40294082385503[/C][/ROW]
[ROW][C]Winsorized Mean ( 101 / 104 )[/C][C]-0.0113511682053312[/C][C]0.049677637178272[/C][C]-0.228496539893729[/C][/ROW]
[ROW][C]Winsorized Mean ( 102 / 104 )[/C][C]-0.00981408459289572[/C][C]0.0494448486831927[/C][C]-0.198485481385075[/C][/ROW]
[ROW][C]Winsorized Mean ( 103 / 104 )[/C][C]-0.0102058019186463[/C][C]0.048318662498783[/C][C]-0.211218634599071[/C][/ROW]
[ROW][C]Winsorized Mean ( 104 / 104 )[/C][C]-0.0127952050368682[/C][C]0.0480147363446253[/C][C]-0.266484958805787[/C][/ROW]
[ROW][C]Trimmed Mean ( 1 / 104 )[/C][C]0.0282505471861617[/C][C]0.124680624282722[/C][C]0.226583299118728[/C][/ROW]
[ROW][C]Trimmed Mean ( 2 / 104 )[/C][C]0.0250371855406535[/C][C]0.122335993464189[/C][C]0.204659191720077[/C][/ROW]
[ROW][C]Trimmed Mean ( 3 / 104 )[/C][C]0.0219377920482875[/C][C]0.120285626402991[/C][C]0.182380827238574[/C][/ROW]
[ROW][C]Trimmed Mean ( 4 / 104 )[/C][C]0.0184655175946211[/C][C]0.118267868086425[/C][C]0.156133004622416[/C][/ROW]
[ROW][C]Trimmed Mean ( 5 / 104 )[/C][C]0.0165109032783123[/C][C]0.116582799830929[/C][C]0.141623835610885[/C][/ROW]
[ROW][C]Trimmed Mean ( 6 / 104 )[/C][C]0.0135181809194359[/C][C]0.115001769693902[/C][C]0.117547590401583[/C][/ROW]
[ROW][C]Trimmed Mean ( 7 / 104 )[/C][C]0.0112282278421479[/C][C]0.113502125675843[/C][C]0.0989252648379043[/C][/ROW]
[ROW][C]Trimmed Mean ( 8 / 104 )[/C][C]0.00900698493727766[/C][C]0.11196530317142[/C][C]0.0804444294987336[/C][/ROW]
[ROW][C]Trimmed Mean ( 9 / 104 )[/C][C]0.0069059917617538[/C][C]0.110396025212734[/C][C]0.0625565254586465[/C][/ROW]
[ROW][C]Trimmed Mean ( 10 / 104 )[/C][C]0.00323474464658616[/C][C]0.108986167133783[/C][C]0.0296803230323297[/C][/ROW]
[ROW][C]Trimmed Mean ( 11 / 104 )[/C][C]0.000259201683701759[/C][C]0.1076457393353[/C][C]0.00240791400850883[/C][/ROW]
[ROW][C]Trimmed Mean ( 12 / 104 )[/C][C]-0.00327326427160709[/C][C]0.106313722532929[/C][C]-0.0307887278671222[/C][/ROW]
[ROW][C]Trimmed Mean ( 13 / 104 )[/C][C]-0.00587837024589798[/C][C]0.105132256721213[/C][C]-0.0559140498761105[/C][/ROW]
[ROW][C]Trimmed Mean ( 14 / 104 )[/C][C]-0.00902432990418173[/C][C]0.103998687609768[/C][C]-0.086773497931469[/C][/ROW]
[ROW][C]Trimmed Mean ( 15 / 104 )[/C][C]-0.0124628760208353[/C][C]0.102882240643927[/C][C]-0.121137291944963[/C][/ROW]
[ROW][C]Trimmed Mean ( 16 / 104 )[/C][C]-0.0153753082502014[/C][C]0.101819368046016[/C][C]-0.15100573245802[/C][/ROW]
[ROW][C]Trimmed Mean ( 17 / 104 )[/C][C]-0.0183753011651713[/C][C]0.100810200468579[/C][C]-0.18227620895267[/C][/ROW]
[ROW][C]Trimmed Mean ( 18 / 104 )[/C][C]-0.0202032878947607[/C][C]0.0999494620996163[/C][C]-0.202135033749604[/C][/ROW]
[ROW][C]Trimmed Mean ( 19 / 104 )[/C][C]-0.0217138112482217[/C][C]0.0991157426888994[/C][C]-0.219075301855692[/C][/ROW]
[ROW][C]Trimmed Mean ( 20 / 104 )[/C][C]-0.0231907740578966[/C][C]0.0982521043353349[/C][C]-0.236033357400126[/C][/ROW]
[ROW][C]Trimmed Mean ( 21 / 104 )[/C][C]-0.0244652583519526[/C][C]0.0973904678762596[/C][C]-0.251207935288258[/C][/ROW]
[ROW][C]Trimmed Mean ( 22 / 104 )[/C][C]-0.0259144576063107[/C][C]0.0965489324815016[/C][C]-0.268407500116853[/C][/ROW]
[ROW][C]Trimmed Mean ( 23 / 104 )[/C][C]-0.0273261542138526[/C][C]0.095706709110261[/C][C]-0.285519734905636[/C][/ROW]
[ROW][C]Trimmed Mean ( 24 / 104 )[/C][C]-0.0289000092254246[/C][C]0.0948587501149791[/C][C]-0.304663609739688[/C][/ROW]
[ROW][C]Trimmed Mean ( 25 / 104 )[/C][C]-0.0302528861906818[/C][C]0.0940114021702927[/C][C]-0.321800180534288[/C][/ROW]
[ROW][C]Trimmed Mean ( 26 / 104 )[/C][C]-0.0310025953219666[/C][C]0.0932278367739739[/C][C]-0.332546548271101[/C][/ROW]
[ROW][C]Trimmed Mean ( 27 / 104 )[/C][C]-0.0316255592954356[/C][C]0.0924631266587562[/C][C]-0.342034283700492[/C][/ROW]
[ROW][C]Trimmed Mean ( 28 / 104 )[/C][C]-0.0327483743557256[/C][C]0.0917326609688674[/C][C]-0.356997976618599[/C][/ROW]
[ROW][C]Trimmed Mean ( 29 / 104 )[/C][C]-0.0338120075869742[/C][C]0.0909785744544663[/C][C]-0.371648025809601[/C][/ROW]
[ROW][C]Trimmed Mean ( 30 / 104 )[/C][C]-0.0337872016683487[/C][C]0.0903865094598816[/C][C]-0.373808014827094[/C][/ROW]
[ROW][C]Trimmed Mean ( 31 / 104 )[/C][C]-0.0337872016683487[/C][C]0.0897720347936138[/C][C]-0.376366668595912[/C][/ROW]
[ROW][C]Trimmed Mean ( 32 / 104 )[/C][C]-0.0340502270205075[/C][C]0.0891581695570867[/C][C]-0.381908098715572[/C][/ROW]
[ROW][C]Trimmed Mean ( 33 / 104 )[/C][C]-0.0343914364981364[/C][C]0.0885581858910718[/C][C]-0.388348475661397[/C][/ROW]
[ROW][C]Trimmed Mean ( 34 / 104 )[/C][C]-0.0345587323598698[/C][C]0.0879824995706629[/C][C]-0.392790981485063[/C][/ROW]
[ROW][C]Trimmed Mean ( 35 / 104 )[/C][C]-0.0345961223995658[/C][C]0.0874291971928925[/C][C]-0.395704450119077[/C][/ROW]
[ROW][C]Trimmed Mean ( 36 / 104 )[/C][C]-0.0346345759696213[/C][C]0.0868545594563402[/C][C]-0.398765202269332[/C][/ROW]
[ROW][C]Trimmed Mean ( 37 / 104 )[/C][C]-0.0348684223682829[/C][C]0.0862960973195394[/C][C]-0.404055611451016[/C][/ROW]
[ROW][C]Trimmed Mean ( 38 / 104 )[/C][C]-0.035178119613016[/C][C]0.0857177002784942[/C][C]-0.410395046749077[/C][/ROW]
[ROW][C]Trimmed Mean ( 39 / 104 )[/C][C]-0.0353937243917105[/C][C]0.0851362607168108[/C][C]-0.415730313895754[/C][/ROW]
[ROW][C]Trimmed Mean ( 40 / 104 )[/C][C]-0.0357968947946286[/C][C]0.0845677906132478[/C][C]-0.423292302365304[/C][/ROW]
[ROW][C]Trimmed Mean ( 41 / 104 )[/C][C]-0.0360377580249395[/C][C]0.0840060791288057[/C][C]-0.42898988262127[/C][/ROW]
[ROW][C]Trimmed Mean ( 42 / 104 )[/C][C]-0.0360362676464969[/C][C]0.0834474916764434[/C][C]-0.431843629119768[/C][/ROW]
[ROW][C]Trimmed Mean ( 43 / 104 )[/C][C]-0.0359223138129454[/C][C]0.0828813678117373[/C][C]-0.433418448094896[/C][/ROW]
[ROW][C]Trimmed Mean ( 44 / 104 )[/C][C]-0.0359543774876387[/C][C]0.0823177654239052[/C][C]-0.436775431190185[/C][/ROW]
[ROW][C]Trimmed Mean ( 45 / 104 )[/C][C]-0.0359543774876387[/C][C]0.0817825243202067[/C][C]-0.439633990103618[/C][/ROW]
[ROW][C]Trimmed Mean ( 46 / 104 )[/C][C]-0.0363059219370647[/C][C]0.0812589594370731[/C][C]-0.446792848303454[/C][/ROW]
[ROW][C]Trimmed Mean ( 47 / 104 )[/C][C]-0.0364311662503333[/C][C]0.0807257834247247[/C][C]-0.45129529506895[/C][/ROW]
[ROW][C]Trimmed Mean ( 48 / 104 )[/C][C]-0.0366544479003257[/C][C]0.0801813060104915[/C][C]-0.457144560547937[/C][/ROW]
[ROW][C]Trimmed Mean ( 49 / 104 )[/C][C]-0.0370597908870577[/C][C]0.0796498979033828[/C][C]-0.465283595617562[/C][/ROW]
[ROW][C]Trimmed Mean ( 50 / 104 )[/C][C]-0.0374775570130376[/C][C]0.0791694132544498[/C][C]-0.473384296692777[/C][/ROW]
[ROW][C]Trimmed Mean ( 51 / 104 )[/C][C]-0.0380023501650191[/C][C]0.0786919770033299[/C][C]-0.482925345278986[/C][/ROW]
[ROW][C]Trimmed Mean ( 52 / 104 )[/C][C]-0.0389612266497391[/C][C]0.0782461577787257[/C][C]-0.497931499204327[/C][/ROW]
[ROW][C]Trimmed Mean ( 53 / 104 )[/C][C]-0.0399669703181022[/C][C]0.0777883730972877[/C][C]-0.513791055484817[/C][/ROW]
[ROW][C]Trimmed Mean ( 54 / 104 )[/C][C]-0.0408981401582103[/C][C]0.0773374236026268[/C][C]-0.528827290243752[/C][/ROW]
[ROW][C]Trimmed Mean ( 55 / 104 )[/C][C]-0.0418337650400361[/C][C]0.0769022765064653[/C][C]-0.543986042292508[/C][/ROW]
[ROW][C]Trimmed Mean ( 56 / 104 )[/C][C]-0.0427065531127436[/C][C]0.0764503033348253[/C][C]-0.558618491357765[/C][/ROW]
[ROW][C]Trimmed Mean ( 57 / 104 )[/C][C]-0.0435578455163631[/C][C]0.0759959831148935[/C][C]-0.573159839915628[/C][/ROW]
[ROW][C]Trimmed Mean ( 58 / 104 )[/C][C]-0.0444710126705095[/C][C]0.0755225520845318[/C][C]-0.588844145795463[/C][/ROW]
[ROW][C]Trimmed Mean ( 59 / 104 )[/C][C]-0.0451412589536838[/C][C]0.0750556374095258[/C][C]-0.601437287213746[/C][/ROW]
[ROW][C]Trimmed Mean ( 60 / 104 )[/C][C]-0.045854289051416[/C][C]0.0745752614657034[/C][C]-0.614872655491849[/C][/ROW]
[ROW][C]Trimmed Mean ( 61 / 104 )[/C][C]-0.0465319170243208[/C][C]0.0740767160324235[/C][C]-0.628158475653182[/C][/ROW]
[ROW][C]Trimmed Mean ( 62 / 104 )[/C][C]-0.0465319170243208[/C][C]0.0735774513054749[/C][C]-0.63242088708852[/C][/ROW]
[ROW][C]Trimmed Mean ( 63 / 104 )[/C][C]-0.047869967282087[/C][C]0.0731080991615607[/C][C]-0.654783366427018[/C][/ROW]
[ROW][C]Trimmed Mean ( 64 / 104 )[/C][C]-0.0484001039691273[/C][C]0.0726297241957968[/C][C]-0.666395260412241[/C][/ROW]
[ROW][C]Trimmed Mean ( 65 / 104 )[/C][C]-0.0489513371154551[/C][C]0.0721543270273524[/C][C]-0.678425523903765[/C][/ROW]
[ROW][C]Trimmed Mean ( 66 / 104 )[/C][C]-0.0497276979598066[/C][C]0.0716879788826678[/C][C]-0.693668572260857[/C][/ROW]
[ROW][C]Trimmed Mean ( 67 / 104 )[/C][C]-0.0508760868678064[/C][C]0.071238105552602[/C][C]-0.714169565194847[/C][/ROW]
[ROW][C]Trimmed Mean ( 68 / 104 )[/C][C]-0.0519999826032719[/C][C]0.0707841317114316[/C][C]-0.734627682024302[/C][/ROW]
[ROW][C]Trimmed Mean ( 69 / 104 )[/C][C]-0.0532450343209413[/C][C]0.0703096590601056[/C][C]-0.757293308383472[/C][/ROW]
[ROW][C]Trimmed Mean ( 70 / 104 )[/C][C]-0.0545628102543962[/C][C]0.0698138624753765[/C][C]-0.781546935232821[/C][/ROW]
[ROW][C]Trimmed Mean ( 71 / 104 )[/C][C]-0.0559250971214625[/C][C]0.0692963020568401[/C][C]-0.807043023386589[/C][/ROW]
[ROW][C]Trimmed Mean ( 72 / 104 )[/C][C]-0.0573035819953108[/C][C]0.0688252536827335[/C][C]-0.832595289215574[/C][/ROW]
[ROW][C]Trimmed Mean ( 73 / 104 )[/C][C]-0.0585059175419931[/C][C]0.0683568790553897[/C][C]-0.855889244074259[/C][/ROW]
[ROW][C]Trimmed Mean ( 74 / 104 )[/C][C]-0.0596482514720158[/C][C]0.0679163362175577[/C][C]-0.878260736576593[/C][/ROW]
[ROW][C]Trimmed Mean ( 75 / 104 )[/C][C]-0.0607502519807294[/C][C]0.0674720906299741[/C][C]-0.900376013452612[/C][/ROW]
[ROW][C]Trimmed Mean ( 76 / 104 )[/C][C]-0.0618587995885543[/C][C]0.0670000167870221[/C][C]-0.923265434174283[/C][/ROW]
[ROW][C]Trimmed Mean ( 77 / 104 )[/C][C]-0.0627078749588265[/C][C]0.0665345447180735[/C][C]-0.942485970626812[/C][/ROW]
[ROW][C]Trimmed Mean ( 78 / 104 )[/C][C]-0.0637716431194221[/C][C]0.0660632821631788[/C][C]-0.965311456398786[/C][/ROW]
[ROW][C]Trimmed Mean ( 79 / 104 )[/C][C]-0.0648540431402073[/C][C]0.0655582324836642[/C][C]-0.989258567280131[/C][/ROW]
[ROW][C]Trimmed Mean ( 80 / 104 )[/C][C]-0.0658543822438643[/C][C]0.0650283582119423[/C][C]-1.01270252017173[/C][/ROW]
[ROW][C]Trimmed Mean ( 81 / 104 )[/C][C]-0.0664448686478553[/C][C]0.0645228067410683[/C][C]-1.02978887627285[/C][/ROW]
[ROW][C]Trimmed Mean ( 82 / 104 )[/C][C]-0.0668231170988666[/C][C]0.0640293715470657[/C][C]-1.04363225007991[/C][/ROW]
[ROW][C]Trimmed Mean ( 83 / 104 )[/C][C]-0.0669977786520173[/C][C]0.063546117660541[/C][C]-1.05431741731123[/C][/ROW]
[ROW][C]Trimmed Mean ( 84 / 104 )[/C][C]-0.0672663998699483[/C][C]0.0630385400530642[/C][C]-1.06706785743016[/C][/ROW]
[ROW][C]Trimmed Mean ( 85 / 104 )[/C][C]-0.0672663998699483[/C][C]0.0625173026533942[/C][C]-1.07596452525925[/C][/ROW]
[ROW][C]Trimmed Mean ( 86 / 104 )[/C][C]-0.0679591264526629[/C][C]0.0620029871093102[/C][C]-1.09606213540732[/C][/ROW]
[ROW][C]Trimmed Mean ( 87 / 104 )[/C][C]-0.0684547973544252[/C][C]0.0614942666136434[/C][C]-1.11318991385837[/C][/ROW]
[ROW][C]Trimmed Mean ( 88 / 104 )[/C][C]-0.0691284461420398[/C][C]0.0610082043620919[/C][C]-1.13310081594523[/C][/ROW]
[ROW][C]Trimmed Mean ( 89 / 104 )[/C][C]-0.0699355786317644[/C][C]0.0604921495104271[/C][C]-1.15610999440034[/C][/ROW]
[ROW][C]Trimmed Mean ( 90 / 104 )[/C][C]-0.0699355786317644[/C][C]0.0599957327944454[/C][C]-1.16567588017259[/C][/ROW]
[ROW][C]Trimmed Mean ( 91 / 104 )[/C][C]-0.0715776721960275[/C][C]0.0595121047555959[/C][C]-1.20274140008965[/C][/ROW]
[ROW][C]Trimmed Mean ( 92 / 104 )[/C][C]-0.0725263568471545[/C][C]0.0590302037195038[/C][C]-1.22863131544965[/C][/ROW]
[ROW][C]Trimmed Mean ( 93 / 104 )[/C][C]-0.0735585290663339[/C][C]0.058543170362358[/C][C]-1.25648352508136[/C][/ROW]
[ROW][C]Trimmed Mean ( 94 / 104 )[/C][C]-0.0747682565499323[/C][C]0.0580338359689471[/C][C]-1.28835627184699[/C][/ROW]
[ROW][C]Trimmed Mean ( 95 / 104 )[/C][C]-0.0747682565499323[/C][C]0.0575573335100319[/C][C]-1.2990222442619[/C][/ROW]
[ROW][C]Trimmed Mean ( 96 / 104 )[/C][C]-0.0773696470129553[/C][C]0.0570566649030704[/C][C]-1.35601418597447[/C][/ROW]
[ROW][C]Trimmed Mean ( 97 / 104 )[/C][C]-0.078871012108217[/C][C]0.0565384706076459[/C][C]-1.3949972693027[/C][/ROW]
[ROW][C]Trimmed Mean ( 98 / 104 )[/C][C]-0.0808326248948323[/C][C]0.0560334389709891[/C][C]-1.44257833142604[/C][/ROW]
[ROW][C]Trimmed Mean ( 99 / 104 )[/C][C]-0.0827157690309806[/C][C]0.0555008621494449[/C][C]-1.49035106532679[/C][/ROW]
[ROW][C]Trimmed Mean ( 100 / 104 )[/C][C]-0.0845272718403269[/C][C]0.0549510841572533[/C][C]-1.53822755522776[/C][/ROW]
[ROW][C]Trimmed Mean ( 101 / 104 )[/C][C]-0.0863486790647522[/C][C]0.0543646779415112[/C][C]-1.58832319686785[/C][/ROW]
[ROW][C]Trimmed Mean ( 102 / 104 )[/C][C]-0.0884938223896641[/C][C]0.0537602470765325[/C][C]-1.64608288097496[/C][/ROW]
[ROW][C]Trimmed Mean ( 103 / 104 )[/C][C]-0.0907642698732557[/C][C]0.0530989146025292[/C][C]-1.70934322391841[/C][/ROW]
[ROW][C]Trimmed Mean ( 104 / 104 )[/C][C]-0.0931106330175647[/C][C]0.0524475613073686[/C][C]-1.77530910297031[/C][/ROW]
[ROW][C]Median[/C][C]-0.165679569226157[/C][C][/C][C][/C][/ROW]
[ROW][C]Midrange[/C][C]0.13074081135649[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at Xnp[/C][C]-0.0725412173551185[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at X(n+1)p[/C][C]-0.0637716431194221[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function[/C][C]-0.0725412173551185[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Averaging[/C][C]-0.0637716431194221[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Interpolation[/C][C]-0.0637716431194221[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Closest Observation[/C][C]-0.0725412173551185[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - True Basic - Statistics Graphics Toolkit[/C][C]-0.0637716431194221[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - MS Excel (old versions)[/C][C]-0.0627078749588266[/C][C][/C][C][/C][/ROW]
[ROW][C]Number of observations[/C][C]312[/C][C][/C][C][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=230767&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=230767&T=1

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Central Tendency - Ungrouped Data
MeasureValueS.E.Value/S.E.
Arithmetic Mean0.02890753605904850.1273434799161870.227004445599212
Geometric MeanNaN
Harmonic Mean55.6759917971011
Quadratic Mean2.24591277422769
Winsorized Mean ( 1 / 104 )0.03142271188749680.1269184594613370.247581888567352
Winsorized Mean ( 2 / 104 )0.03111676508337150.1261712411018670.246623278107003
Winsorized Mean ( 3 / 104 )0.03208751737438930.125824641663130.255017752884185
Winsorized Mean ( 4 / 104 )0.02603338328084250.1243321318733520.209385803079134
Winsorized Mean ( 5 / 104 )0.03089899154214090.123556925446130.250078993391695
Winsorized Mean ( 6 / 104 )0.02664137355466360.1227894326407160.216967966882106
Winsorized Mean ( 7 / 104 )0.02597955892833730.1226170422469330.211875596183588
Winsorized Mean ( 8 / 104 )0.02484524118353440.1223780189058310.203020455843893
Winsorized Mean ( 9 / 104 )0.03782918861643510.1207324550058090.313330732938504
Winsorized Mean ( 10 / 104 )0.03089203500672970.1197059289188510.258066039716976
Winsorized Mean ( 11 / 104 )0.03612731753760690.1191239329421480.303275056869991
Winsorized Mean ( 12 / 104 )0.02538290144559270.1172402882366080.216503233038513
Winsorized Mean ( 13 / 104 )0.03134881904379310.1162657781655980.269630664658201
Winsorized Mean ( 14 / 104 )0.03448650364885790.115569355344230.298405261032546
Winsorized Mean ( 15 / 104 )0.02674294245139980.1144649006763850.23363443547649
Winsorized Mean ( 16 / 104 )0.02739382151193370.1133189670229460.241740833256861
Winsorized Mean ( 17 / 104 )0.009114806960577990.1110394863174420.0820861772948086
Winsorized Mean ( 18 / 104 )0.003674600500334170.1102273181266170.0333365681283583
Winsorized Mean ( 19 / 104 )0.002750752214597810.1101284792873970.0249776645641252
Winsorized Mean ( 20 / 104 )-0.001132392045388060.109582253059419-0.0103337174932335
Winsorized Mean ( 21 / 104 )0.001676066659352740.1087631733034510.0154102405110642
Winsorized Mean ( 22 / 104 )0.0005639031223274750.1082254336073360.00521044918492478
Winsorized Mean ( 23 / 104 )0.003303485626740730.1077386503035440.0306620290623044
Winsorized Mean ( 24 / 104 )-0.001634335002549260.107144552208908-0.0152535520365297
Winsorized Mean ( 25 / 104 )-0.01463394595558050.105574544340802-0.138612447223463
Winsorized Mean ( 26 / 104 )-0.01760886989238390.104700516884126-0.168183218349074
Winsorized Mean ( 27 / 104 )-0.006750887190548470.103561326806423-0.0651873377710506
Winsorized Mean ( 28 / 104 )-0.008502991212648840.103374030815735-0.0822546160341324
Winsorized Mean ( 29 / 104 )-0.03439303852708650.100050850982366-0.343755582180387
Winsorized Mean ( 30 / 104 )-0.03322198932996240.0999355935064001-0.332434002384094
Winsorized Mean ( 31 / 104 )-0.02790888038250910.0993927091583568-0.280794040315809
Winsorized Mean ( 32 / 104 )-0.02544124943110290.0986014154658364-0.258021138042565
Winsorized Mean ( 33 / 104 )-0.03007391637416920.0976173429564685-0.308079645105485
Winsorized Mean ( 34 / 104 )-0.03357268990275890.0966675284763246-0.347300592369871
Winsorized Mean ( 35 / 104 )-0.03356083397499670.0965346484075846-0.347655836827598
Winsorized Mean ( 36 / 104 )-0.02821279409868320.0956712176974275-0.294893226800037
Winsorized Mean ( 37 / 104 )-0.02620086999325220.0954944223789466-0.274370684072838
Winsorized Mean ( 38 / 104 )-0.02903338342022280.0949718785887435-0.305705055555929
Winsorized Mean ( 39 / 104 )-0.02370178270708410.0941255846316551-0.251810204418247
Winsorized Mean ( 40 / 104 )-0.02869451749059060.0934022899217844-0.307214282590068
Winsorized Mean ( 41 / 104 )-0.03608241205596820.0927450224377107-0.389049580317928
Winsorized Mean ( 42 / 104 )-0.03950309389031340.0922906368953966-0.428029269481439
Winsorized Mean ( 43 / 104 )-0.0349324506249790.0916219865626309-0.381267116502652
Winsorized Mean ( 44 / 104 )-0.0273083244322670.0904264996250119-0.30199470891289
Winsorized Mean ( 45 / 104 )-0.03383865715552470.089582286749087-0.377738260358369
Winsorized Mean ( 46 / 104 )-0.03228044125290530.0891703648473054-0.362008625939595
Winsorized Mean ( 47 / 104 )-0.02916592486981010.0887759570835203-0.328534051650616
Winsorized Mean ( 48 / 104 )-0.02330930956792090.087865156256626-0.265285018100256
Winsorized Mean ( 49 / 104 )-0.02315032128231710.0861771865366765-0.268636308664643
Winsorized Mean ( 50 / 104 )-0.01981624901365690.0855128720451639-0.231734106687364
Winsorized Mean ( 51 / 104 )-0.005400549684539380.0842334296895332-0.0641140899099642
Winsorized Mean ( 52 / 104 )-0.004430694035941150.0839016625171883-0.0528081792781337
Winsorized Mean ( 53 / 104 )-0.007698353935892550.0831625666644628-0.0925699415573982
Winsorized Mean ( 54 / 104 )-0.008187254866685480.0822302133972558-0.0995650446282158
Winsorized Mean ( 55 / 104 )-0.01106239068175850.0819974076507703-0.134911468529269
Winsorized Mean ( 56 / 104 )-0.01245293076872820.0814351644622739-0.152918347386616
Winsorized Mean ( 57 / 104 )-0.01085943703519930.0812114684170347-0.133718023413075
Winsorized Mean ( 58 / 104 )-0.0202991819709040.0804403255021332-0.25235081837611
Winsorized Mean ( 59 / 104 )-0.01925278155909830.0800739263111826-0.24043758619102
Winsorized Mean ( 60 / 104 )-0.02109480542604830.0797869129076259-0.264389292144578
Winsorized Mean ( 61 / 104 )-0.02039752735956350.0791128701427066-0.257828180456224
Winsorized Mean ( 62 / 104 )-0.02406677585809130.0778067799293215-0.309314636590194
Winsorized Mean ( 63 / 104 )-0.02817335037128230.0773260243840953-0.364345000220613
Winsorized Mean ( 64 / 104 )-0.02782073317288840.0765805247782978-0.36328731428036
Winsorized Mean ( 65 / 104 )-0.01983780545227380.0757005329741822-0.26205635116254
Winsorized Mean ( 66 / 104 )-0.006486438693199080.074659853395014-0.0868798745006946
Winsorized Mean ( 67 / 104 )-0.008398591635085810.0740740833385927-0.113380972892987
Winsorized Mean ( 68 / 104 )-0.004783790540884430.0737981132283874-0.0648226672961103
Winsorized Mean ( 69 / 104 )-0.003118865159909050.0735111843140182-0.042427083565763
Winsorized Mean ( 70 / 104 )-0.002603791927187610.0732032951062341-0.0355693268097964
Winsorized Mean ( 71 / 104 )-0.0032245600212620.0715299322986221-0.0450798696103913
Winsorized Mean ( 72 / 104 )-0.01124488182240430.0707773731937567-0.158876789501934
Winsorized Mean ( 73 / 104 )-0.014672514304070.0695207493887652-0.211052303565087
Winsorized Mean ( 74 / 104 )-0.01730600115644360.0689039137376458-0.251161366861349
Winsorized Mean ( 75 / 104 )-0.01811380552592680.0687388675800976-0.263516205075968
Winsorized Mean ( 76 / 104 )-0.0291802834147420.0678985034810581-0.429763277814842
Winsorized Mean ( 77 / 104 )-0.02175280077589850.0672629926600233-0.323399241033576
Winsorized Mean ( 78 / 104 )-0.02209924231918850.0671496517689424-0.329104347334973
Winsorized Mean ( 79 / 104 )-0.02635381250971850.066830157777566-0.394340121078767
Winsorized Mean ( 80 / 104 )-0.04314336670574940.0656067823962184-0.657605283020801
Winsorized Mean ( 81 / 104 )-0.05191139931861390.0646111645632569-0.803443176879912
Winsorized Mean ( 82 / 104 )-0.06012103980937590.0636578375926888-0.944440497555967
Winsorized Mean ( 83 / 104 )-0.05670751968820150.0633158865824133-0.895628613118917
Winsorized Mean ( 84 / 104 )-0.05006234475131960.0627500970822326-0.797805056551769
Winsorized Mean ( 85 / 104 )-0.05845877299500420.0618230314118285-0.945582441688866
Winsorized Mean ( 86 / 104 )-0.04910456792024630.0609113939913455-0.806163916183288
Winsorized Mean ( 87 / 104 )-0.04290796256257780.0597168806241616-0.718523173248556
Winsorized Mean ( 88 / 104 )-0.03862297717142190.0594194719462709-0.650005392278581
Winsorized Mean ( 89 / 104 )-0.03550512151928190.0582730104012645-0.609289296619407
Winsorized Mean ( 90 / 104 )-0.04356124522174140.0572781508980965-0.760521150538557
Winsorized Mean ( 91 / 104 )-0.03616011188728350.0564458628526147-0.640615805301815
Winsorized Mean ( 92 / 104 )-0.03417718901149080.0557295418312961-0.61326879583815
Winsorized Mean ( 93 / 104 )-0.02884514015332960.0552590685245734-0.521998305861821
Winsorized Mean ( 94 / 104 )-0.03108446062179470.0539395831410529-0.57628292270091
Winsorized Mean ( 95 / 104 )-0.02433068956493970.0534867033694327-0.454892300931086
Winsorized Mean ( 96 / 104 )-0.02285854509268440.0529150037189085-0.431986081189978
Winsorized Mean ( 97 / 104 )-0.008127207380668030.0518224599834193-0.156827896307283
Winsorized Mean ( 98 / 104 )-0.01340157909659950.0513985056619089-0.260738691213182
Winsorized Mean ( 99 / 104 )-0.01833774611421350.0507912241668611-0.361041625103772
Winsorized Mean ( 100 / 104 )-0.02031099149199870.0504068843104025-0.40294082385503
Winsorized Mean ( 101 / 104 )-0.01135116820533120.049677637178272-0.228496539893729
Winsorized Mean ( 102 / 104 )-0.009814084592895720.0494448486831927-0.198485481385075
Winsorized Mean ( 103 / 104 )-0.01020580191864630.048318662498783-0.211218634599071
Winsorized Mean ( 104 / 104 )-0.01279520503686820.0480147363446253-0.266484958805787
Trimmed Mean ( 1 / 104 )0.02825054718616170.1246806242827220.226583299118728
Trimmed Mean ( 2 / 104 )0.02503718554065350.1223359934641890.204659191720077
Trimmed Mean ( 3 / 104 )0.02193779204828750.1202856264029910.182380827238574
Trimmed Mean ( 4 / 104 )0.01846551759462110.1182678680864250.156133004622416
Trimmed Mean ( 5 / 104 )0.01651090327831230.1165827998309290.141623835610885
Trimmed Mean ( 6 / 104 )0.01351818091943590.1150017696939020.117547590401583
Trimmed Mean ( 7 / 104 )0.01122822784214790.1135021256758430.0989252648379043
Trimmed Mean ( 8 / 104 )0.009006984937277660.111965303171420.0804444294987336
Trimmed Mean ( 9 / 104 )0.00690599176175380.1103960252127340.0625565254586465
Trimmed Mean ( 10 / 104 )0.003234744646586160.1089861671337830.0296803230323297
Trimmed Mean ( 11 / 104 )0.0002592016837017590.10764573933530.00240791400850883
Trimmed Mean ( 12 / 104 )-0.003273264271607090.106313722532929-0.0307887278671222
Trimmed Mean ( 13 / 104 )-0.005878370245897980.105132256721213-0.0559140498761105
Trimmed Mean ( 14 / 104 )-0.009024329904181730.103998687609768-0.086773497931469
Trimmed Mean ( 15 / 104 )-0.01246287602083530.102882240643927-0.121137291944963
Trimmed Mean ( 16 / 104 )-0.01537530825020140.101819368046016-0.15100573245802
Trimmed Mean ( 17 / 104 )-0.01837530116517130.100810200468579-0.18227620895267
Trimmed Mean ( 18 / 104 )-0.02020328789476070.0999494620996163-0.202135033749604
Trimmed Mean ( 19 / 104 )-0.02171381124822170.0991157426888994-0.219075301855692
Trimmed Mean ( 20 / 104 )-0.02319077405789660.0982521043353349-0.236033357400126
Trimmed Mean ( 21 / 104 )-0.02446525835195260.0973904678762596-0.251207935288258
Trimmed Mean ( 22 / 104 )-0.02591445760631070.0965489324815016-0.268407500116853
Trimmed Mean ( 23 / 104 )-0.02732615421385260.095706709110261-0.285519734905636
Trimmed Mean ( 24 / 104 )-0.02890000922542460.0948587501149791-0.304663609739688
Trimmed Mean ( 25 / 104 )-0.03025288619068180.0940114021702927-0.321800180534288
Trimmed Mean ( 26 / 104 )-0.03100259532196660.0932278367739739-0.332546548271101
Trimmed Mean ( 27 / 104 )-0.03162555929543560.0924631266587562-0.342034283700492
Trimmed Mean ( 28 / 104 )-0.03274837435572560.0917326609688674-0.356997976618599
Trimmed Mean ( 29 / 104 )-0.03381200758697420.0909785744544663-0.371648025809601
Trimmed Mean ( 30 / 104 )-0.03378720166834870.0903865094598816-0.373808014827094
Trimmed Mean ( 31 / 104 )-0.03378720166834870.0897720347936138-0.376366668595912
Trimmed Mean ( 32 / 104 )-0.03405022702050750.0891581695570867-0.381908098715572
Trimmed Mean ( 33 / 104 )-0.03439143649813640.0885581858910718-0.388348475661397
Trimmed Mean ( 34 / 104 )-0.03455873235986980.0879824995706629-0.392790981485063
Trimmed Mean ( 35 / 104 )-0.03459612239956580.0874291971928925-0.395704450119077
Trimmed Mean ( 36 / 104 )-0.03463457596962130.0868545594563402-0.398765202269332
Trimmed Mean ( 37 / 104 )-0.03486842236828290.0862960973195394-0.404055611451016
Trimmed Mean ( 38 / 104 )-0.0351781196130160.0857177002784942-0.410395046749077
Trimmed Mean ( 39 / 104 )-0.03539372439171050.0851362607168108-0.415730313895754
Trimmed Mean ( 40 / 104 )-0.03579689479462860.0845677906132478-0.423292302365304
Trimmed Mean ( 41 / 104 )-0.03603775802493950.0840060791288057-0.42898988262127
Trimmed Mean ( 42 / 104 )-0.03603626764649690.0834474916764434-0.431843629119768
Trimmed Mean ( 43 / 104 )-0.03592231381294540.0828813678117373-0.433418448094896
Trimmed Mean ( 44 / 104 )-0.03595437748763870.0823177654239052-0.436775431190185
Trimmed Mean ( 45 / 104 )-0.03595437748763870.0817825243202067-0.439633990103618
Trimmed Mean ( 46 / 104 )-0.03630592193706470.0812589594370731-0.446792848303454
Trimmed Mean ( 47 / 104 )-0.03643116625033330.0807257834247247-0.45129529506895
Trimmed Mean ( 48 / 104 )-0.03665444790032570.0801813060104915-0.457144560547937
Trimmed Mean ( 49 / 104 )-0.03705979088705770.0796498979033828-0.465283595617562
Trimmed Mean ( 50 / 104 )-0.03747755701303760.0791694132544498-0.473384296692777
Trimmed Mean ( 51 / 104 )-0.03800235016501910.0786919770033299-0.482925345278986
Trimmed Mean ( 52 / 104 )-0.03896122664973910.0782461577787257-0.497931499204327
Trimmed Mean ( 53 / 104 )-0.03996697031810220.0777883730972877-0.513791055484817
Trimmed Mean ( 54 / 104 )-0.04089814015821030.0773374236026268-0.528827290243752
Trimmed Mean ( 55 / 104 )-0.04183376504003610.0769022765064653-0.543986042292508
Trimmed Mean ( 56 / 104 )-0.04270655311274360.0764503033348253-0.558618491357765
Trimmed Mean ( 57 / 104 )-0.04355784551636310.0759959831148935-0.573159839915628
Trimmed Mean ( 58 / 104 )-0.04447101267050950.0755225520845318-0.588844145795463
Trimmed Mean ( 59 / 104 )-0.04514125895368380.0750556374095258-0.601437287213746
Trimmed Mean ( 60 / 104 )-0.0458542890514160.0745752614657034-0.614872655491849
Trimmed Mean ( 61 / 104 )-0.04653191702432080.0740767160324235-0.628158475653182
Trimmed Mean ( 62 / 104 )-0.04653191702432080.0735774513054749-0.63242088708852
Trimmed Mean ( 63 / 104 )-0.0478699672820870.0731080991615607-0.654783366427018
Trimmed Mean ( 64 / 104 )-0.04840010396912730.0726297241957968-0.666395260412241
Trimmed Mean ( 65 / 104 )-0.04895133711545510.0721543270273524-0.678425523903765
Trimmed Mean ( 66 / 104 )-0.04972769795980660.0716879788826678-0.693668572260857
Trimmed Mean ( 67 / 104 )-0.05087608686780640.071238105552602-0.714169565194847
Trimmed Mean ( 68 / 104 )-0.05199998260327190.0707841317114316-0.734627682024302
Trimmed Mean ( 69 / 104 )-0.05324503432094130.0703096590601056-0.757293308383472
Trimmed Mean ( 70 / 104 )-0.05456281025439620.0698138624753765-0.781546935232821
Trimmed Mean ( 71 / 104 )-0.05592509712146250.0692963020568401-0.807043023386589
Trimmed Mean ( 72 / 104 )-0.05730358199531080.0688252536827335-0.832595289215574
Trimmed Mean ( 73 / 104 )-0.05850591754199310.0683568790553897-0.855889244074259
Trimmed Mean ( 74 / 104 )-0.05964825147201580.0679163362175577-0.878260736576593
Trimmed Mean ( 75 / 104 )-0.06075025198072940.0674720906299741-0.900376013452612
Trimmed Mean ( 76 / 104 )-0.06185879958855430.0670000167870221-0.923265434174283
Trimmed Mean ( 77 / 104 )-0.06270787495882650.0665345447180735-0.942485970626812
Trimmed Mean ( 78 / 104 )-0.06377164311942210.0660632821631788-0.965311456398786
Trimmed Mean ( 79 / 104 )-0.06485404314020730.0655582324836642-0.989258567280131
Trimmed Mean ( 80 / 104 )-0.06585438224386430.0650283582119423-1.01270252017173
Trimmed Mean ( 81 / 104 )-0.06644486864785530.0645228067410683-1.02978887627285
Trimmed Mean ( 82 / 104 )-0.06682311709886660.0640293715470657-1.04363225007991
Trimmed Mean ( 83 / 104 )-0.06699777865201730.063546117660541-1.05431741731123
Trimmed Mean ( 84 / 104 )-0.06726639986994830.0630385400530642-1.06706785743016
Trimmed Mean ( 85 / 104 )-0.06726639986994830.0625173026533942-1.07596452525925
Trimmed Mean ( 86 / 104 )-0.06795912645266290.0620029871093102-1.09606213540732
Trimmed Mean ( 87 / 104 )-0.06845479735442520.0614942666136434-1.11318991385837
Trimmed Mean ( 88 / 104 )-0.06912844614203980.0610082043620919-1.13310081594523
Trimmed Mean ( 89 / 104 )-0.06993557863176440.0604921495104271-1.15610999440034
Trimmed Mean ( 90 / 104 )-0.06993557863176440.0599957327944454-1.16567588017259
Trimmed Mean ( 91 / 104 )-0.07157767219602750.0595121047555959-1.20274140008965
Trimmed Mean ( 92 / 104 )-0.07252635684715450.0590302037195038-1.22863131544965
Trimmed Mean ( 93 / 104 )-0.07355852906633390.058543170362358-1.25648352508136
Trimmed Mean ( 94 / 104 )-0.07476825654993230.0580338359689471-1.28835627184699
Trimmed Mean ( 95 / 104 )-0.07476825654993230.0575573335100319-1.2990222442619
Trimmed Mean ( 96 / 104 )-0.07736964701295530.0570566649030704-1.35601418597447
Trimmed Mean ( 97 / 104 )-0.0788710121082170.0565384706076459-1.3949972693027
Trimmed Mean ( 98 / 104 )-0.08083262489483230.0560334389709891-1.44257833142604
Trimmed Mean ( 99 / 104 )-0.08271576903098060.0555008621494449-1.49035106532679
Trimmed Mean ( 100 / 104 )-0.08452727184032690.0549510841572533-1.53822755522776
Trimmed Mean ( 101 / 104 )-0.08634867906475220.0543646779415112-1.58832319686785
Trimmed Mean ( 102 / 104 )-0.08849382238966410.0537602470765325-1.64608288097496
Trimmed Mean ( 103 / 104 )-0.09076426987325570.0530989146025292-1.70934322391841
Trimmed Mean ( 104 / 104 )-0.09311063301756470.0524475613073686-1.77530910297031
Median-0.165679569226157
Midrange0.13074081135649
Midmean - Weighted Average at Xnp-0.0725412173551185
Midmean - Weighted Average at X(n+1)p-0.0637716431194221
Midmean - Empirical Distribution Function-0.0725412173551185
Midmean - Empirical Distribution Function - Averaging-0.0637716431194221
Midmean - Empirical Distribution Function - Interpolation-0.0637716431194221
Midmean - Closest Observation-0.0725412173551185
Midmean - True Basic - Statistics Graphics Toolkit-0.0637716431194221
Midmean - MS Excel (old versions)-0.0627078749588266
Number of observations312


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 12 ;
Parameters (R input):
R code (references can be found in the software module):
geomean <- function(x) {
return(exp(mean(log(x))))
}
harmean <- function(x) {
return(1/mean(1/x))
}
quamean <- function(x) {
return(sqrt(mean(x*x)))
}
winmean <- function(x) {
x <-sort(x[!is.na(x)])
n<-length(x)
denom <- 3
nodenom <- n/denom
if (nodenom>40) denom <- n/40
sqrtn = sqrt(n)
roundnodenom = floor(nodenom)
win <- array(NA,dim=c(roundnodenom,2))
for (j in 1:roundnodenom) {
win[j,1] <- (j*x[j+1]+sum(x[(j+1):(n-j)])+j*x[n-j])/n
win[j,2] <- sd(c(rep(x[j+1],j),x[(j+1):(n-j)],rep(x[n-j],j)))/sqrtn
}
return(win)
}
trimean <- function(x) {
x <-sort(x[!is.na(x)])
n<-length(x)
denom <- 3
nodenom <- n/denom
if (nodenom>40) denom <- n/40
sqrtn = sqrt(n)
roundnodenom = floor(nodenom)
tri <- array(NA,dim=c(roundnodenom,2))
for (j in 1:roundnodenom) {
tri[j,1] <- mean(x,trim=j/n)
tri[j,2] <- sd(x[(j+1):(n-j)]) / sqrt(n-j*2)
}
return(tri)
}
midrange <- function(x) {
return((max(x)+min(x))/2)
}
q1 <- function(data,n,p,i,f) {
np <- n*p;
i <<- floor(np)
f <<- np - i
qvalue <- (1-f)*data[i] + f*data[i+1]
}
q2 <- function(data,n,p,i,f) {
np <- (n+1)*p
i <<- floor(np)
f <<- np - i
qvalue <- (1-f)*data[i] + f*data[i+1]
}
q3 <- function(data,n,p,i,f) {
np <- n*p
i <<- floor(np)
f <<- np - i
if (f==0) {
qvalue <- data[i]
} else {
qvalue <- data[i+1]
}
}
q4 <- function(data,n,p,i,f) {
np <- n*p
i <<- floor(np)
f <<- np - i
if (f==0) {
qvalue <- (data[i]+data[i+1])/2
} else {
qvalue <- data[i+1]
}
}
q5 <- function(data,n,p,i,f) {
np <- (n-1)*p
i <<- floor(np)
f <<- np - i
if (f==0) {
qvalue <- data[i+1]
} else {
qvalue <- data[i+1] + f*(data[i+2]-data[i+1])
}
}
q6 <- function(data,n,p,i,f) {
np <- n*p+0.5
i <<- floor(np)
f <<- np - i
qvalue <- data[i]
}
q7 <- function(data,n,p,i,f) {
np <- (n+1)*p
i <<- floor(np)
f <<- np - i
if (f==0) {
qvalue <- data[i]
} else {
qvalue <- f*data[i] + (1-f)*data[i+1]
}
}
q8 <- function(data,n,p,i,f) {
np <- (n+1)*p
i <<- floor(np)
f <<- np - i
if (f==0) {
qvalue <- data[i]
} else {
if (f == 0.5) {
qvalue <- (data[i]+data[i+1])/2
} else {
if (f < 0.5) {
qvalue <- data[i]
} else {
qvalue <- data[i+1]
}
}
}
}
midmean <- function(x,def) {
x <-sort(x[!is.na(x)])
n<-length(x)
if (def==1) {
qvalue1 <- q1(x,n,0.25,i,f)
qvalue3 <- q1(x,n,0.75,i,f)
}
if (def==2) {
qvalue1 <- q2(x,n,0.25,i,f)
qvalue3 <- q2(x,n,0.75,i,f)
}
if (def==3) {
qvalue1 <- q3(x,n,0.25,i,f)
qvalue3 <- q3(x,n,0.75,i,f)
}
if (def==4) {
qvalue1 <- q4(x,n,0.25,i,f)
qvalue3 <- q4(x,n,0.75,i,f)
}
if (def==5) {
qvalue1 <- q5(x,n,0.25,i,f)
qvalue3 <- q5(x,n,0.75,i,f)
}
if (def==6) {
qvalue1 <- q6(x,n,0.25,i,f)
qvalue3 <- q6(x,n,0.75,i,f)
}
if (def==7) {
qvalue1 <- q7(x,n,0.25,i,f)
qvalue3 <- q7(x,n,0.75,i,f)
}
if (def==8) {
qvalue1 <- q8(x,n,0.25,i,f)
qvalue3 <- q8(x,n,0.75,i,f)
}
midm <- 0
myn <- 0
roundno4 <- round(n/4)
round3no4 <- round(3*n/4)
for (i in 1:n) {
if ((x[i]>=qvalue1) & (x[i]<=qvalue3)){
midm = midm + x[i]
myn = myn + 1
}
}
midm = midm / myn
return(midm)
}
(arm <- mean(x))
sqrtn <- sqrt(length(x))
(armse <- sd(x) / sqrtn)
(armose <- arm / armse)
(geo <- geomean(x))
(har <- harmean(x))
(qua <- quamean(x))
(win <- winmean(x))
(tri <- trimean(x))
(midr <- midrange(x))
midm <- array(NA,dim=8)
for (j in 1:8) midm[j] <- midmean(x,j)
midm
bitmap(file='test1.png')
lb <- win[,1] - 2*win[,2]
ub <- win[,1] + 2*win[,2]
if ((ylimmin == '') | (ylimmax == '')) plot(win[,1],type='b',main=main, xlab='j', pch=19, ylab='Winsorized Mean(j/n)', ylim=c(min(lb),max(ub))) else plot(win[,1],type='l',main=main, xlab='j', pch=19, ylab='Winsorized Mean(j/n)', ylim=c(ylimmin,ylimmax))
lines(ub,lty=3)
lines(lb,lty=3)
grid()
dev.off()
bitmap(file='test2.png')
lb <- tri[,1] - 2*tri[,2]
ub <- tri[,1] + 2*tri[,2]
if ((ylimmin == '') | (ylimmax == '')) plot(tri[,1],type='b',main=main, xlab='j', pch=19, ylab='Trimmed Mean(j/n)', ylim=c(min(lb),max(ub))) else plot(tri[,1],type='l',main=main, xlab='j', pch=19, ylab='Trimmed Mean(j/n)', ylim=c(ylimmin,ylimmax))
lines(ub,lty=3)
lines(lb,lty=3)
grid()
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Central Tendency - Ungrouped Data',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Measure',header=TRUE)
a<-table.element(a,'Value',header=TRUE)
a<-table.element(a,'S.E.',header=TRUE)
a<-table.element(a,'Value/S.E.',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('arithmetic_mean.htm', 'Arithmetic Mean', 'click to view the definition of the Arithmetic Mean'),header=TRUE)
a<-table.element(a,arm)
a<-table.element(a,hyperlink('arithmetic_mean_standard_error.htm', armse, 'click to view the definition of the Standard Error of the Arithmetic Mean'))
a<-table.element(a,armose)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('geometric_mean.htm', 'Geometric Mean', 'click to view the definition of the Geometric Mean'),header=TRUE)
a<-table.element(a,geo)
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('harmonic_mean.htm', 'Harmonic Mean', 'click to view the definition of the Harmonic Mean'),header=TRUE)
a<-table.element(a,har)
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('quadratic_mean.htm', 'Quadratic Mean', 'click to view the definition of the Quadratic Mean'),header=TRUE)
a<-table.element(a,qua)
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
for (j in 1:length(win[,1])) {
a<-table.row.start(a)
mylabel <- paste('Winsorized Mean (',j)
mylabel <- paste(mylabel,'/')
mylabel <- paste(mylabel,length(win[,1]))
mylabel <- paste(mylabel,')')
a<-table.element(a,hyperlink('winsorized_mean.htm', mylabel, 'click to view the definition of the Winsorized Mean'),header=TRUE)
a<-table.element(a,win[j,1])
a<-table.element(a,win[j,2])
a<-table.element(a,win[j,1]/win[j,2])
a<-table.row.end(a)
}
for (j in 1:length(tri[,1])) {
a<-table.row.start(a)
mylabel <- paste('Trimmed Mean (',j)
mylabel <- paste(mylabel,'/')
mylabel <- paste(mylabel,length(tri[,1]))
mylabel <- paste(mylabel,')')
a<-table.element(a,hyperlink('arithmetic_mean.htm', mylabel, 'click to view the definition of the Trimmed Mean'),header=TRUE)
a<-table.element(a,tri[j,1])
a<-table.element(a,tri[j,2])
a<-table.element(a,tri[j,1]/tri[j,2])
a<-table.row.end(a)
}
a<-table.row.start(a)
a<-table.element(a,hyperlink('median_1.htm', 'Median', 'click to view the definition of the Median'),header=TRUE)
a<-table.element(a,median(x))
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('midrange.htm', 'Midrange', 'click to view the definition of the Midrange'),header=TRUE)
a<-table.element(a,midr)
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_1.htm','Weighted Average at Xnp',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[1])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_2.htm','Weighted Average at X(n+1)p',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[2])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_3.htm','Empirical Distribution Function',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[3])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_4.htm','Empirical Distribution Function - Averaging',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[4])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_5.htm','Empirical Distribution Function - Interpolation',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[5])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_6.htm','Closest Observation',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[6])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_7.htm','True Basic - Statistics Graphics Toolkit',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[7])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
mymid <- hyperlink('midmean.htm', 'Midmean', 'click to view the definition of the Midmean')
mylabel <- paste(mymid,hyperlink('method_8.htm','MS Excel (old versions)',''),sep=' - ')
a<-table.element(a,mylabel,header=TRUE)
a<-table.element(a,midm[8])
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Number of observations',header=TRUE)
a<-table.element(a,length(x))
a<-table.element(a,'')
a<-table.element(a,'')
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')