Repository of Reproducible Computations

Free Statistics

of Irreproducible Research!

Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_centraltendency.wasp

Title produced by software

Central Tendency

Date of computation

Sat, 10 Dec 2011 07:04:37 -0500

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/10/t1323518696thkm30z1z5tzsg9.htm/, Retrieved Sat, 20 Apr 2024 13:37:23 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=153491, Retrieved Sat, 20 Apr 2024 13:37:23 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

135

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-     [Central Tendency] [Central Tendency] [2011-11-25 10:07:53] [bc54fcbdb4f9c071218969745a8ec94b]
- R     [Central Tendency] [] [2011-11-28 17:53:48] [74be16979710d4c4e7c6647856088456]
- R  D      [Central Tendency] [Mean ] [2011-12-10 12:04:37] [03e2d80b807f43987d5267414f2021cf] [Current]
- R           [Central Tendency] [Mean] [2011-12-10 12:06:58] [4fa66579543b578a51dd12826fe0c6d2] 

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

-0.570875874954911
-0.511137633876425
-1.02711574887165
-0.247459135140635
-0.595944868112521
-0.681163109535305
0.345185635144615
1.51024603582169
-0.418019414772234
-0.311267072375839
1.67163081198947
-0.539506946905068
1.40945065934532
2.2420522686079
1.1650962896284
2.42060649786476
0.0682279397221915
-0.11067421906174
0.024453242603238
-0.497693857719122
-0.595630964725977
0.115390547461763
-0.675239658349256
-0.57778043034228
0.50210834818284
0.283004867702643
0.430374653934966
-0.695202084018761
-0.430981910529177
-0.970212998970839
-1.10289156964033
-0.506294026344613
-1.1356372838091
-0.716198265950065
2.38909456645549
0.766445974578577
0.20101606034162
0.938576757692077
-0.975096254853228
-0.0782947847538538
0.215600369809319
1.11394756921882
1.6878843005693
0.740961084054461
-0.278511975869071
0.105272624006693
-0.871792516446899
1.03273141271
1.15764643511619
-1.36281718857765
-1.22079671087844
3.02664994074065
-1.14348881138996
-1.01628030645187
-0.954424929131502
-0.21738667106372
-0.949233018879874
-1.04076580006722
-0.86871330354106
-0.895786571506119
-1.38421385241876
-0.502591734605609
-0.979653837088994
-0.756778917390011
-1.02509893199872
0.775078491645856
-0.577057910071895
-1.13886240901432
0.62205809771103
-0.265105972838122
2.87802336297808
-0.382208027407422
-0.803820507579544
-0.136143485767757
1.1797677238516
3.99082323347408
-0.600638307090792
-0.311939888127828
1.33010622026773
-0.0109999670812058
0.0925603270401305
0.0666536056689318
-0.0976293348785303
0.123635635988901
-0.518466391586699
-0.697414295956901
-1.26611290183839
0.516880230125759
0.763210392895926
-3.17516924292666
0.301867748783821
1.24353362687794
0.356838232267432
0.804523450098973
-0.736843535921125
1.45248739251206
-0.183442920152471
-1.32915521507038
0.505243391464097
-0.252827982423921
-0.0820050030754919
0.806423061579241
-1.33566333741937
11.4870981436885
0.143480495184982
-0.629857613263178
-0.278502748669541
-0.0922405695467127
0.331799201089393
-0.641972295179589
-0.52925336602269
-0.292544657144514
-0.48090361413658
-0.231631079662059
-0.546752715146306
-0.0781488200211302
-1.42330899184991
4.74593671144418
-1.03729791587256
1.1870975602054
-1.48483448678642
-1.11006560160739
0.602873113818105
0.393348983328672
-0.962148755968666
0.0184697158565785
-0.563883593450448
0.166315739043732
-1.08186987396044
-1.18733053107029
0.237743031994863
0.611036185140024
-0.79400692107665
0.278478683949076
-0.40622276355127
0.925398335411391
-1.19614998561647
-1.08864464497138
0.106042607339614
-0.937805020621083
-0.951761263569382
0.595660179931811
-2.62322849033463
2.06484177835207
-1.15690136846534
-0.971783998547422
-0.611926215083187
-0.674696186077007
-0.343071672001661
0.0120489059140767
-0.1383795628118
-0.749301027572427
-0.0329519337637752
-1.09832797043057
-1.17865313545005
-1.02319960877937
-0.63343703425983
-0.667677699369087
0.242137116993484
-0.237785307537331
-1.28283276733994
-0.319221905012263
-1.07577434747054
-1.13649959159528
-0.716757290883056
0.0050195699244691
-0.504182930963768
1.13739429185878
-0.794477152263173
-0.676009433293868
-0.129975959035785
-1.27220519162244
-0.755237196212232
3.62224545199573
-0.560259328998728
-0.250527785501192
-0.958991696990211
0.708498584924803
3.30076531741245
-0.937278704405174
-0.46112570699458
-1.35080551053675
-0.387951998968327
-0.132809676479671
0.686880241158722
-1.14841695968091
-0.198286402619942
-0.953424606143797
-0.831357405076732
22.7625252139011
4.34870014838875
-0.319775027225167
0.97886788111642
0.325925998526894
-0.110945361117234
-0.365480129339294
-0.288011496869506
-0.710975104172849
-1.8080416080161
-0.235072089058427
0.13336071414661
-0.481494207191557
-0.206654552341621
-0.71794143881947
-0.535845992452363
-0.64391059755181
0.205363138599996
0.0508051028472974
2.76211043555277
0.133938984226997
1.88662225519968
0.381866764736397
-0.827580442911865
-0.81926704434319
-1.17447429123239
-1.06053401149788
0.362718967032987
-0.607230297987153
-0.795842078874565
2.19018109168148
-0.960928566996128
0.695807217144514
2.9531433869023
0.449333749972229
0.936197534191918
0.00708092406711823
-1.0470414190653
-0.309764250493209
0.56233230889481
0.52203654340317
1.48231766408574
-2.07880984858141
0.296482095485587
-0.891179833788977
0.80794132077361
-0.552056351725605
-0.552867908673155
0.54325251003202
-0.542639108993608
-1.14471096835535
0.897529324353421
-0.0587815608245133
-1.07951863367864
-0.321172778596499
3.63437594437048
-0.947415480617462
-0.444699816200167
-0.565734426226205
-1.0922253156685
-0.459435345163184
-0.142489401411015
-0.97883583888393
-0.128394706781461
-0.844820295970723
-0.449188164589142
2.69711549482262
-0.833866835914459
0.798123612465257
-1.56644291213894
-0.858564280379805
-1.23272160763895
0.552974531733387
-1.08885968599948
-0.9105726069444
-0.467094210025088
-0.144975212059016
0.368273096383276
-1.02227305524387
-0.178894554646343
-0.956520150164327
0.993268299278574
-0.0751935665325974
-0.247427657865658
-1.04209423708647
-1.43838747724043
-0.868914642846923
-0.373821984452502
-0.95991791584591
-1.06980573040423
0.289510851234438
-0.978451460994812
0.0320063620547714
-1.04991171481537
2.22634733938379
0.0845744976638473
-0.268053463733876
0.849962268527854
0.0927671230687298
-1.00214059100251

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'Gertrude Mary Cox' @ cox.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 & 2 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153491&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]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153491&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153491&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

Central Tendency - Ungrouped Data
Measure	Value	S.E.	Value/S.E.
Arithmetic Mean	-1.32392715110773e-18	0.109808240704318	-1.20567194467006e-17
Geometric Mean	NaN
Harmonic Mean	1.105705567582
Quadratic Mean	1.86350763917251
Winsorized Mean ( 1 / 96 )	-0.0371054889883065	0.0858768090894343	-0.43207810562295
Winsorized Mean ( 2 / 96 )	-0.079989522140494	0.0683108557733449	-1.17096354942323
Winsorized Mean ( 3 / 96 )	-0.0813023420971389	0.0670633105114426	-1.21232222920559
Winsorized Mean ( 4 / 96 )	-0.0829117292118449	0.0656807262255044	-1.26234489136403
Winsorized Mean ( 5 / 96 )	-0.0876667268545971	0.0642876757325306	-1.36366303269907
Winsorized Mean ( 6 / 96 )	-0.0869542732109036	0.0641654417557285	-1.35515739986533
Winsorized Mean ( 7 / 96 )	-0.0943757664439462	0.0626236641025291	-1.50703041408487
Winsorized Mean ( 8 / 96 )	-0.100881516955798	0.0611559775448208	-1.64957737584789
Winsorized Mean ( 9 / 96 )	-0.102504316298273	0.06070438421012	-1.68858176607917
Winsorized Mean ( 10 / 96 )	-0.104687996086623	0.0602238044319867	-1.73831588811118
Winsorized Mean ( 11 / 96 )	-0.108523561129485	0.0594330627874341	-1.82597961538052
Winsorized Mean ( 12 / 96 )	-0.110952079539776	0.0589642369938424	-1.88168430893734
Winsorized Mean ( 13 / 96 )	-0.12130649178876	0.0568199712412735	-2.13492701841855
Winsorized Mean ( 14 / 96 )	-0.122318190680403	0.0565472575375113	-2.16311446402616
Winsorized Mean ( 15 / 96 )	-0.129633935043562	0.0553685894457409	-2.34129018530621
Winsorized Mean ( 16 / 96 )	-0.128654759127973	0.0551092444770139	-2.3345404269085
Winsorized Mean ( 17 / 96 )	-0.130080720948079	0.054746209289009	-2.37606809014618
Winsorized Mean ( 18 / 96 )	-0.13635223162356	0.0535081778219661	-2.54825032684227
Winsorized Mean ( 19 / 96 )	-0.147489260355456	0.0518323333182855	-2.84550686633712
Winsorized Mean ( 20 / 96 )	-0.160642240217749	0.0499688287956959	-3.21484901866634
Winsorized Mean ( 21 / 96 )	-0.161519636520883	0.0497960283339305	-3.24362488184273
Winsorized Mean ( 22 / 96 )	-0.172467251658655	0.0481704159962543	-3.58035628490453
Winsorized Mean ( 23 / 96 )	-0.174014695076942	0.0478542257510651	-3.63634960854149
Winsorized Mean ( 24 / 96 )	-0.17618418547817	0.0475362434681556	-3.70631275473408
Winsorized Mean ( 25 / 96 )	-0.179801363350259	0.0470891482377291	-3.81831844658844
Winsorized Mean ( 26 / 96 )	-0.18652340125424	0.0462345941552448	-4.03428222226714
Winsorized Mean ( 27 / 96 )	-0.194390750566386	0.0453123704030502	-4.29001504086622
Winsorized Mean ( 28 / 96 )	-0.199775059385826	0.0447105765414018	-4.46818347781393
Winsorized Mean ( 29 / 96 )	-0.197944562743648	0.0444467106666304	-4.45352557646658
Winsorized Mean ( 30 / 96 )	-0.198722839794459	0.044230260164659	-4.49291591445901
Winsorized Mean ( 31 / 96 )	-0.199032438114099	0.0441101110800902	-4.51217267969963
Winsorized Mean ( 32 / 96 )	-0.200599163483825	0.0438237196724281	-4.57741070322776
Winsorized Mean ( 33 / 96 )	-0.202892160259053	0.0435139803567344	-4.66268906212926
Winsorized Mean ( 34 / 96 )	-0.212421703256785	0.0425242712497953	-4.99530496381658
Winsorized Mean ( 35 / 96 )	-0.216380499051654	0.0419835094755403	-5.15394024355485
Winsorized Mean ( 36 / 96 )	-0.21788143470457	0.0417836121677993	-5.21451888433143
Winsorized Mean ( 37 / 96 )	-0.222560441545404	0.0412405589416331	-5.3966397948289
Winsorized Mean ( 38 / 96 )	-0.222088479761619	0.0411537263599894	-5.39655820760714
Winsorized Mean ( 39 / 96 )	-0.222294610263671	0.04092231639363	-5.43211210542015
Winsorized Mean ( 40 / 96 )	-0.224681698758544	0.040444311825377	-5.55533494372789
Winsorized Mean ( 41 / 96 )	-0.231022761606625	0.0397718196241948	-5.80870485156491
Winsorized Mean ( 42 / 96 )	-0.236410644522083	0.0391494932404554	-6.03866423174506
Winsorized Mean ( 43 / 96 )	-0.236438887959904	0.0391144563845462	-6.04479544942158
Winsorized Mean ( 44 / 96 )	-0.236200119795775	0.0390500339054783	-6.04865338574362
Winsorized Mean ( 45 / 96 )	-0.235611175776661	0.0388453329888357	-6.06536635544807
Winsorized Mean ( 46 / 96 )	-0.238958241456722	0.0384853240331512	-6.20907443187653
Winsorized Mean ( 47 / 96 )	-0.240053259141334	0.0383352009236523	-6.26195385331147
Winsorized Mean ( 48 / 96 )	-0.240436765546397	0.0382753253272789	-6.28176935115525
Winsorized Mean ( 49 / 96 )	-0.243193068115337	0.0378612923668959	-6.42326378504643
Winsorized Mean ( 50 / 96 )	-0.246363099893936	0.0371843768283061	-6.62544651565587
Winsorized Mean ( 51 / 96 )	-0.244634502341013	0.0367069169099322	-6.66453417870189
Winsorized Mean ( 52 / 96 )	-0.246093557166611	0.0365540586679277	-6.73231827420938
Winsorized Mean ( 53 / 96 )	-0.257910863653132	0.0355107099388355	-7.26290361689089
Winsorized Mean ( 54 / 96 )	-0.259343397034408	0.0352897635133839	-7.34896953718746
Winsorized Mean ( 55 / 96 )	-0.260266562521903	0.0351125696010235	-7.41234735820407
Winsorized Mean ( 56 / 96 )	-0.26135980930856	0.0349720358854334	-7.47339417598568
Winsorized Mean ( 57 / 96 )	-0.26634260099709	0.0343046864256199	-7.76402960495149
Winsorized Mean ( 58 / 96 )	-0.267975750183787	0.0341302440421092	-7.85156267424178
Winsorized Mean ( 59 / 96 )	-0.269754196074852	0.0339502893274295	-7.94556398248157
Winsorized Mean ( 60 / 96 )	-0.273966600456821	0.0335722444746846	-8.16050891871133
Winsorized Mean ( 61 / 96 )	-0.274533281264929	0.0334457852949785	-8.20830723045235
Winsorized Mean ( 62 / 96 )	-0.276580271898105	0.0332093486689789	-8.32838592093378
Winsorized Mean ( 63 / 96 )	-0.277045626148949	0.0331380642528019	-8.36034428672228
Winsorized Mean ( 64 / 96 )	-0.288364381722362	0.0321692944899476	-8.96396350291337
Winsorized Mean ( 65 / 96 )	-0.292059901921684	0.0317905215955412	-9.18701195398591
Winsorized Mean ( 66 / 96 )	-0.300100513460425	0.0310996266342353	-9.64965004210266
Winsorized Mean ( 67 / 96 )	-0.300534450574353	0.0307332398923487	-9.77880794953782
Winsorized Mean ( 68 / 96 )	-0.303609121665462	0.0304785981605464	-9.96138733370204
Winsorized Mean ( 69 / 96 )	-0.298558997791332	0.0299203547480319	-9.97845781928673
Winsorized Mean ( 70 / 96 )	-0.296402004548803	0.0295577744885124	-10.0278863912437
Winsorized Mean ( 71 / 96 )	-0.298132994229782	0.0292589847329423	-10.1894511019762
Winsorized Mean ( 72 / 96 )	-0.296637964483576	0.0286665198223789	-10.3478889771615
Winsorized Mean ( 73 / 96 )	-0.297394570069265	0.028503105298888	-10.4337603552574
Winsorized Mean ( 74 / 96 )	-0.303503259939	0.0280346596372206	-10.8260012379837
Winsorized Mean ( 75 / 96 )	-0.302267091289428	0.0277460286207936	-10.8940668742373
Winsorized Mean ( 76 / 96 )	-0.3004860246735	0.0273580417180085	-10.9834624777147
Winsorized Mean ( 77 / 96 )	-0.299301056879784	0.0270272768887952	-11.0740367263513
Winsorized Mean ( 78 / 96 )	-0.299845370815547	0.0268894702480528	-11.1510330270363
Winsorized Mean ( 79 / 96 )	-0.308747113993634	0.0260830898973584	-11.8370605326519
Winsorized Mean ( 80 / 96 )	-0.307662182901578	0.0258353178607408	-11.908589031494
Winsorized Mean ( 81 / 96 )	-0.309538951618442	0.0250853308385593	-12.3394406719421
Winsorized Mean ( 82 / 96 )	-0.310179857519328	0.0247199338688464	-12.5477624319309
Winsorized Mean ( 83 / 96 )	-0.311036323217251	0.024602875376864	-12.6422752809512
Winsorized Mean ( 84 / 96 )	-0.320985553561039	0.0238715247568973	-13.4463783453252
Winsorized Mean ( 85 / 96 )	-0.316752388905778	0.022650384690453	-13.9844154187494
Winsorized Mean ( 86 / 96 )	-0.319132949186393	0.0224196374046921	-14.2345276788287
Winsorized Mean ( 87 / 96 )	-0.317520017786152	0.0222869603654789	-14.2468965071599
Winsorized Mean ( 88 / 96 )	-0.316688002604712	0.0218248507184736	-14.5104315575755
Winsorized Mean ( 89 / 96 )	-0.313406086469308	0.0212601238183096	-14.7414986454311
Winsorized Mean ( 90 / 96 )	-0.315948443897391	0.0210324000943858	-15.0219871474263
Winsorized Mean ( 91 / 96 )	-0.316014870244774	0.0210038657937733	-15.0455574867774
Winsorized Mean ( 92 / 96 )	-0.318333123541621	0.020617446255964	-15.4399880368082
Winsorized Mean ( 93 / 96 )	-0.314035811661263	0.0203256405533143	-15.4502295185997
Winsorized Mean ( 94 / 96 )	-0.315913735672285	0.0200984359377861	-15.7183243835582
Winsorized Mean ( 95 / 96 )	-0.316672283867887	0.0194261493803804	-16.3013409228549
Winsorized Mean ( 96 / 96 )	-0.315483298227524	0.0192788166309236	-16.3642460150528
Trimmed Mean ( 1 / 96 )	-0.068248627076566	0.0759953713404803	-0.898062946107511
Trimmed Mean ( 2 / 96 )	-0.0998288618397485	0.0642100204925952	-1.5547240302043
Trimmed Mean ( 3 / 96 )	-0.109958842710923	0.0619503209080617	-1.77495194696584
Trimmed Mean ( 4 / 96 )	-0.119782957393465	0.0600259004167922	-1.99552120937374
Trimmed Mean ( 5 / 96 )	-0.129331151788168	0.0583941929645759	-2.21479474622802
Trimmed Mean ( 6 / 96 )	-0.138025028182249	0.0570069853766086	-2.42119500391761
Trimmed Mean ( 7 / 96 )	-0.146970148295412	0.055560228410468	-2.64524017449362
Trimmed Mean ( 8 / 96 )	-0.154923982076193	0.054315447214085	-2.8523005889201
Trimmed Mean ( 9 / 96 )	-0.162127982269825	0.0532425465169808	-3.0450831689299
Trimmed Mean ( 10 / 96 )	-0.16924538807973	0.0521761674765966	-3.24372977673464
Trimmed Mean ( 11 / 96 )	-0.176233060846025	0.05111536023962	-3.44775151774094
Trimmed Mean ( 12 / 96 )	-0.182945940920838	0.050096359718549	-3.65188093403719
Trimmed Mean ( 13 / 96 )	-0.189538534691157	0.0490756874482456	-3.86216769537953
Trimmed Mean ( 14 / 96 )	-0.19535022357969	0.0482432064963925	-4.04927942744224
Trimmed Mean ( 15 / 96 )	-0.201171033703213	0.047393226307449	-4.24472122657735
Trimmed Mean ( 16 / 96 )	-0.206533996482108	0.0466176067670086	-4.43038608812223
Trimmed Mean ( 17 / 96 )	-0.212050442461359	0.0458228130503863	-4.62761730119428
Trimmed Mean ( 18 / 96 )	-0.217558289361461	0.045017017281355	-4.83280107168647
Trimmed Mean ( 19 / 96 )	-0.222752745024642	0.0442790499241647	-5.03065773556894
Trimmed Mean ( 20 / 96 )	-0.22735032419805	0.0436476234410914	-5.20876754045708
Trimmed Mean ( 21 / 96 )	-0.231252882147505	0.0431373480650227	-5.36085069019376
Trimmed Mean ( 22 / 96 )	-0.235169871066085	0.0426131636477401	-5.5187141938136
Trimmed Mean ( 23 / 96 )	-0.238559518841758	0.0421859895091653	-5.65494662131675
Trimmed Mean ( 24 / 96 )	-0.241924745987353	0.041759073859748	-5.79334558040921
Trimmed Mean ( 25 / 96 )	-0.241924745987353	0.0413320889801439	-5.85319426036208
Trimmed Mean ( 26 / 96 )	-0.248428700654279	0.0409137707213099	-6.07200696182435
Trimmed Mean ( 27 / 96 )	-0.2513567909205	0.0405320059336927	-6.20143970500007
Trimmed Mean ( 28 / 96 )	-0.253973733483263	0.0401916089140088	-6.31907356649114
Trimmed Mean ( 29 / 96 )	-0.256395412025959	0.0398720005782715	-6.43046268828765
Trimmed Mean ( 30 / 96 )	-0.258939049346029	0.0395504556438023	-6.54705603591714
Trimmed Mean ( 31 / 96 )	-0.261494480265325	0.0392242840557898	-6.66664762812226
Trimmed Mean ( 32 / 96 )	-0.264082513266286	0.0388869570526287	-6.79103054808025
Trimmed Mean ( 33 / 96 )	-0.266653517762801	0.0385479636057438	-6.91744758530043
Trimmed Mean ( 34 / 96 )	-0.269180191603276	0.038208472671617	-7.04503930101439
Trimmed Mean ( 35 / 96 )	-0.271383146630423	0.0379096923986831	-7.15867445655797
Trimmed Mean ( 36 / 96 )	-0.273476071600833	0.0376253050799803	-7.26840808385484
Trimmed Mean ( 37 / 96 )	-0.275551892022412	0.0373357409565394	-7.38037829068848
Trimmed Mean ( 38 / 96 )	-0.277495113591737	0.0370604479060223	-7.4876351817282
Trimmed Mean ( 39 / 96 )	-0.279492184828568	0.0367732200108733	-7.60042728773619
Trimmed Mean ( 40 / 96 )	-0.281520169008331	0.0364813568172939	-7.71682288074541
Trimmed Mean ( 41 / 96 )	-0.283504023827436	0.0361984592418765	-7.83193621399947
Trimmed Mean ( 42 / 96 )	-0.285308555032887	0.035936145841723	-7.93931982270716
Trimmed Mean ( 43 / 96 )	-0.286966014115414	0.0356919414512483	-8.04007858489237
Trimmed Mean ( 44 / 96 )	-0.288655513069358	0.0354340035522353	-8.14628560512036
Trimmed Mean ( 45 / 96 )	-0.290386852568681	0.0351628852885692	-8.25833404129326
Trimmed Mean ( 46 / 96 )	-0.29217254581097	0.0348850442143715	-8.37529527024662
Trimmed Mean ( 47 / 96 )	-0.293887031202093	0.0346092282612828	-8.49158001973895
Trimmed Mean ( 48 / 96 )	-0.295602162954442	0.0343235713707294	-8.61222044063071
Trimmed Mean ( 49 / 96 )	-0.297341124543767	0.0340222809808337	-8.73959993191733
Trimmed Mean ( 50 / 96 )	-0.297341124543767	0.0337239676455039	-8.81690813101607
Trimmed Mean ( 51 / 96 )	-0.300658789087617	0.0334427429812797	-8.99025505341822
Trimmed Mean ( 52 / 96 )	-0.302374848321297	0.0331672481459321	-9.11666976382489
Trimmed Mean ( 53 / 96 )	-0.30408410569243	0.0328811727946517	-9.2479701862061
Trimmed Mean ( 54 / 96 )	-0.305475126952657	0.0326338382490703	-9.36068643293466
Trimmed Mean ( 55 / 96 )	-0.30685440172468	0.0323808428633978	-9.47641798637482
Trimmed Mean ( 56 / 96 )	-0.308237440813494	0.032119247369634	-9.59665826743206
Trimmed Mean ( 57 / 96 )	-0.30961985259971	0.0318464402636716	-9.72227508117776
Trimmed Mean ( 58 / 96 )	-0.310888195132228	0.0315908188398167	-9.84109328436871
Trimmed Mean ( 59 / 96 )	-0.312138618260893	0.0313259379680479	-9.96422257425369
Trimmed Mean ( 60 / 96 )	-0.313367090631946	0.0310513861746099	-10.0918873273419
Trimmed Mean ( 61 / 96 )	-0.313367090631946	0.0307777969976057	-10.1815958645878
Trimmed Mean ( 62 / 96 )	-0.315651171170747	0.0304903839143299	-10.3524826731485
Trimmed Mean ( 63 / 96 )	-0.316768476720895	0.0301945215518319	-10.4909255202845
Trimmed Mean ( 64 / 96 )	-0.317900282282887	0.0298797374767996	-10.6393264843683
Trimmed Mean ( 65 / 96 )	-0.318739106502816	0.0295980255236926	-10.7689314021191
Trimmed Mean ( 66 / 96 )	-0.319494646936324	0.029316044889249	-10.8982861823046
Trimmed Mean ( 67 / 96 )	-0.320042535946542	0.0290519768580841	-11.0162051109264
Trimmed Mean ( 68 / 96 )	-0.320592515136139	0.028787219917499	-11.1366264632334
Trimmed Mean ( 69 / 96 )	-0.321070524555016	0.0285154918941537	-11.2595120486364
Trimmed Mean ( 70 / 96 )	-0.321703325959034	0.0282527721181194	-11.3866110063131
Trimmed Mean ( 71 / 96 )	-0.32241392672556	0.027988395577418	-11.5195573048744
Trimmed Mean ( 72 / 96 )	-0.32309553813802	0.0277190100520249	-11.6560994614026
Trimmed Mean ( 73 / 96 )	-0.323838179822765	0.0274610818522799	-11.7926227948619
Trimmed Mean ( 74 / 96 )	-0.324580645888904	0.027189900994765	-11.937544235685
Trimmed Mean ( 75 / 96 )	-0.325172845435814	0.0269239672586046	-12.0774491482823
Trimmed Mean ( 76 / 96 )	-0.325817104603533	0.0266511562450766	-12.2252521281782
Trimmed Mean ( 77 / 96 )	-0.325817104603533	0.0263769003334531	-12.3523651560494
Trimmed Mean ( 78 / 96 )	-0.327299036975458	0.0260974110256101	-12.5414370281508
Trimmed Mean ( 79 / 96 )	-0.328075520584796	0.0257999779372916	-12.7161163231303
Trimmed Mean ( 80 / 96 )	-0.328623642408448	0.0255287394056604	-12.8726936801111
Trimmed Mean ( 81 / 96 )	-0.329219888648358	0.0252466846077139	-13.0401236346007
Trimmed Mean ( 82 / 96 )	-0.32978164576457	0.0249870699739291	-13.1980918974757
Trimmed Mean ( 83 / 96 )	-0.330343307156884	0.024725402158568	-13.3604826743904
Trimmed Mean ( 84 / 96 )	-0.330898889986572	0.0244443067428727	-13.5368490285802
Trimmed Mean ( 85 / 96 )	-0.331185500053296	0.0241864481654609	-13.6930192390233
Trimmed Mean ( 86 / 96 )	-0.331604923796045	0.023985288498543	-13.8253464750357
Trimmed Mean ( 87 / 96 )	-0.331969372801322	0.023776996514617	-13.9617875031963
Trimmed Mean ( 88 / 96 )	-0.332394137687842	0.0235532088302861	-14.1124778404049
Trimmed Mean ( 89 / 96 )	-0.3328588257549	0.0233363676054786	-14.2635234147047
Trimmed Mean ( 90 / 96 )	-0.333438337315929	0.0231339651088805	-14.413367347387
Trimmed Mean ( 91 / 96 )	-0.333963215737316	0.0229234321238745	-14.5686393700836
Trimmed Mean ( 92 / 96 )	-0.334506080399518	0.0226879086309603	-14.7438041046694
Trimmed Mean ( 93 / 96 )	-0.334999324862576	0.0224534069418856	-14.919754749452
Trimmed Mean ( 94 / 96 )	-0.335644321702263	0.0222106557742316	-15.1118600510513
Trimmed Mean ( 95 / 96 )	-0.336257059652259	0.0219549603903868	-15.3157670828453
Trimmed Mean ( 96 / 96 )	-0.336871275626397	0.0217223278561205	-15.5080651511058
Median	-0.319775027225167
Midrange	9.79367798548722
Midmean - Weighted Average at Xnp	-0.327643418271544
Midmean - Weighted Average at X(n+1)p	-0.32309553813802
Midmean - Empirical Distribution Function	-0.32309553813802
Midmean - Empirical Distribution Function - Averaging	-0.32309553813802
Midmean - Empirical Distribution Function - Interpolation	-0.32309553813802
Midmean - Closest Observation	-0.326986526464397
Midmean - True Basic - Statistics Graphics Toolkit	-0.32309553813802
Midmean - MS Excel (old versions)	-0.32309553813802
Number of observations	289

\begin{tabular}{lllllllll}
\hline
Central Tendency - Ungrouped Data \tabularnewline
Measure & Value & S.E. & Value/S.E. \tabularnewline
Arithmetic Mean & -1.32392715110773e-18 & 0.109808240704318 & -1.20567194467006e-17 \tabularnewline
Geometric Mean & NaN &  &  \tabularnewline
Harmonic Mean & 1.105705567582 &  &  \tabularnewline
Quadratic Mean & 1.86350763917251 &  &  \tabularnewline
Winsorized Mean ( 1 / 96 ) & -0.0371054889883065 & 0.0858768090894343 & -0.43207810562295 \tabularnewline
Winsorized Mean ( 2 / 96 ) & -0.079989522140494 & 0.0683108557733449 & -1.17096354942323 \tabularnewline
Winsorized Mean ( 3 / 96 ) & -0.0813023420971389 & 0.0670633105114426 & -1.21232222920559 \tabularnewline
Winsorized Mean ( 4 / 96 ) & -0.0829117292118449 & 0.0656807262255044 & -1.26234489136403 \tabularnewline
Winsorized Mean ( 5 / 96 ) & -0.0876667268545971 & 0.0642876757325306 & -1.36366303269907 \tabularnewline
Winsorized Mean ( 6 / 96 ) & -0.0869542732109036 & 0.0641654417557285 & -1.35515739986533 \tabularnewline
Winsorized Mean ( 7 / 96 ) & -0.0943757664439462 & 0.0626236641025291 & -1.50703041408487 \tabularnewline
Winsorized Mean ( 8 / 96 ) & -0.100881516955798 & 0.0611559775448208 & -1.64957737584789 \tabularnewline
Winsorized Mean ( 9 / 96 ) & -0.102504316298273 & 0.06070438421012 & -1.68858176607917 \tabularnewline
Winsorized Mean ( 10 / 96 ) & -0.104687996086623 & 0.0602238044319867 & -1.73831588811118 \tabularnewline
Winsorized Mean ( 11 / 96 ) & -0.108523561129485 & 0.0594330627874341 & -1.82597961538052 \tabularnewline
Winsorized Mean ( 12 / 96 ) & -0.110952079539776 & 0.0589642369938424 & -1.88168430893734 \tabularnewline
Winsorized Mean ( 13 / 96 ) & -0.12130649178876 & 0.0568199712412735 & -2.13492701841855 \tabularnewline
Winsorized Mean ( 14 / 96 ) & -0.122318190680403 & 0.0565472575375113 & -2.16311446402616 \tabularnewline
Winsorized Mean ( 15 / 96 ) & -0.129633935043562 & 0.0553685894457409 & -2.34129018530621 \tabularnewline
Winsorized Mean ( 16 / 96 ) & -0.128654759127973 & 0.0551092444770139 & -2.3345404269085 \tabularnewline
Winsorized Mean ( 17 / 96 ) & -0.130080720948079 & 0.054746209289009 & -2.37606809014618 \tabularnewline
Winsorized Mean ( 18 / 96 ) & -0.13635223162356 & 0.0535081778219661 & -2.54825032684227 \tabularnewline
Winsorized Mean ( 19 / 96 ) & -0.147489260355456 & 0.0518323333182855 & -2.84550686633712 \tabularnewline
Winsorized Mean ( 20 / 96 ) & -0.160642240217749 & 0.0499688287956959 & -3.21484901866634 \tabularnewline
Winsorized Mean ( 21 / 96 ) & -0.161519636520883 & 0.0497960283339305 & -3.24362488184273 \tabularnewline
Winsorized Mean ( 22 / 96 ) & -0.172467251658655 & 0.0481704159962543 & -3.58035628490453 \tabularnewline
Winsorized Mean ( 23 / 96 ) & -0.174014695076942 & 0.0478542257510651 & -3.63634960854149 \tabularnewline
Winsorized Mean ( 24 / 96 ) & -0.17618418547817 & 0.0475362434681556 & -3.70631275473408 \tabularnewline
Winsorized Mean ( 25 / 96 ) & -0.179801363350259 & 0.0470891482377291 & -3.81831844658844 \tabularnewline
Winsorized Mean ( 26 / 96 ) & -0.18652340125424 & 0.0462345941552448 & -4.03428222226714 \tabularnewline
Winsorized Mean ( 27 / 96 ) & -0.194390750566386 & 0.0453123704030502 & -4.29001504086622 \tabularnewline
Winsorized Mean ( 28 / 96 ) & -0.199775059385826 & 0.0447105765414018 & -4.46818347781393 \tabularnewline
Winsorized Mean ( 29 / 96 ) & -0.197944562743648 & 0.0444467106666304 & -4.45352557646658 \tabularnewline
Winsorized Mean ( 30 / 96 ) & -0.198722839794459 & 0.044230260164659 & -4.49291591445901 \tabularnewline
Winsorized Mean ( 31 / 96 ) & -0.199032438114099 & 0.0441101110800902 & -4.51217267969963 \tabularnewline
Winsorized Mean ( 32 / 96 ) & -0.200599163483825 & 0.0438237196724281 & -4.57741070322776 \tabularnewline
Winsorized Mean ( 33 / 96 ) & -0.202892160259053 & 0.0435139803567344 & -4.66268906212926 \tabularnewline
Winsorized Mean ( 34 / 96 ) & -0.212421703256785 & 0.0425242712497953 & -4.99530496381658 \tabularnewline
Winsorized Mean ( 35 / 96 ) & -0.216380499051654 & 0.0419835094755403 & -5.15394024355485 \tabularnewline
Winsorized Mean ( 36 / 96 ) & -0.21788143470457 & 0.0417836121677993 & -5.21451888433143 \tabularnewline
Winsorized Mean ( 37 / 96 ) & -0.222560441545404 & 0.0412405589416331 & -5.3966397948289 \tabularnewline
Winsorized Mean ( 38 / 96 ) & -0.222088479761619 & 0.0411537263599894 & -5.39655820760714 \tabularnewline
Winsorized Mean ( 39 / 96 ) & -0.222294610263671 & 0.04092231639363 & -5.43211210542015 \tabularnewline
Winsorized Mean ( 40 / 96 ) & -0.224681698758544 & 0.040444311825377 & -5.55533494372789 \tabularnewline
Winsorized Mean ( 41 / 96 ) & -0.231022761606625 & 0.0397718196241948 & -5.80870485156491 \tabularnewline
Winsorized Mean ( 42 / 96 ) & -0.236410644522083 & 0.0391494932404554 & -6.03866423174506 \tabularnewline
Winsorized Mean ( 43 / 96 ) & -0.236438887959904 & 0.0391144563845462 & -6.04479544942158 \tabularnewline
Winsorized Mean ( 44 / 96 ) & -0.236200119795775 & 0.0390500339054783 & -6.04865338574362 \tabularnewline
Winsorized Mean ( 45 / 96 ) & -0.235611175776661 & 0.0388453329888357 & -6.06536635544807 \tabularnewline
Winsorized Mean ( 46 / 96 ) & -0.238958241456722 & 0.0384853240331512 & -6.20907443187653 \tabularnewline
Winsorized Mean ( 47 / 96 ) & -0.240053259141334 & 0.0383352009236523 & -6.26195385331147 \tabularnewline
Winsorized Mean ( 48 / 96 ) & -0.240436765546397 & 0.0382753253272789 & -6.28176935115525 \tabularnewline
Winsorized Mean ( 49 / 96 ) & -0.243193068115337 & 0.0378612923668959 & -6.42326378504643 \tabularnewline
Winsorized Mean ( 50 / 96 ) & -0.246363099893936 & 0.0371843768283061 & -6.62544651565587 \tabularnewline
Winsorized Mean ( 51 / 96 ) & -0.244634502341013 & 0.0367069169099322 & -6.66453417870189 \tabularnewline
Winsorized Mean ( 52 / 96 ) & -0.246093557166611 & 0.0365540586679277 & -6.73231827420938 \tabularnewline
Winsorized Mean ( 53 / 96 ) & -0.257910863653132 & 0.0355107099388355 & -7.26290361689089 \tabularnewline
Winsorized Mean ( 54 / 96 ) & -0.259343397034408 & 0.0352897635133839 & -7.34896953718746 \tabularnewline
Winsorized Mean ( 55 / 96 ) & -0.260266562521903 & 0.0351125696010235 & -7.41234735820407 \tabularnewline
Winsorized Mean ( 56 / 96 ) & -0.26135980930856 & 0.0349720358854334 & -7.47339417598568 \tabularnewline
Winsorized Mean ( 57 / 96 ) & -0.26634260099709 & 0.0343046864256199 & -7.76402960495149 \tabularnewline
Winsorized Mean ( 58 / 96 ) & -0.267975750183787 & 0.0341302440421092 & -7.85156267424178 \tabularnewline
Winsorized Mean ( 59 / 96 ) & -0.269754196074852 & 0.0339502893274295 & -7.94556398248157 \tabularnewline
Winsorized Mean ( 60 / 96 ) & -0.273966600456821 & 0.0335722444746846 & -8.16050891871133 \tabularnewline
Winsorized Mean ( 61 / 96 ) & -0.274533281264929 & 0.0334457852949785 & -8.20830723045235 \tabularnewline
Winsorized Mean ( 62 / 96 ) & -0.276580271898105 & 0.0332093486689789 & -8.32838592093378 \tabularnewline
Winsorized Mean ( 63 / 96 ) & -0.277045626148949 & 0.0331380642528019 & -8.36034428672228 \tabularnewline
Winsorized Mean ( 64 / 96 ) & -0.288364381722362 & 0.0321692944899476 & -8.96396350291337 \tabularnewline
Winsorized Mean ( 65 / 96 ) & -0.292059901921684 & 0.0317905215955412 & -9.18701195398591 \tabularnewline
Winsorized Mean ( 66 / 96 ) & -0.300100513460425 & 0.0310996266342353 & -9.64965004210266 \tabularnewline
Winsorized Mean ( 67 / 96 ) & -0.300534450574353 & 0.0307332398923487 & -9.77880794953782 \tabularnewline
Winsorized Mean ( 68 / 96 ) & -0.303609121665462 & 0.0304785981605464 & -9.96138733370204 \tabularnewline
Winsorized Mean ( 69 / 96 ) & -0.298558997791332 & 0.0299203547480319 & -9.97845781928673 \tabularnewline
Winsorized Mean ( 70 / 96 ) & -0.296402004548803 & 0.0295577744885124 & -10.0278863912437 \tabularnewline
Winsorized Mean ( 71 / 96 ) & -0.298132994229782 & 0.0292589847329423 & -10.1894511019762 \tabularnewline
Winsorized Mean ( 72 / 96 ) & -0.296637964483576 & 0.0286665198223789 & -10.3478889771615 \tabularnewline
Winsorized Mean ( 73 / 96 ) & -0.297394570069265 & 0.028503105298888 & -10.4337603552574 \tabularnewline
Winsorized Mean ( 74 / 96 ) & -0.303503259939 & 0.0280346596372206 & -10.8260012379837 \tabularnewline
Winsorized Mean ( 75 / 96 ) & -0.302267091289428 & 0.0277460286207936 & -10.8940668742373 \tabularnewline
Winsorized Mean ( 76 / 96 ) & -0.3004860246735 & 0.0273580417180085 & -10.9834624777147 \tabularnewline
Winsorized Mean ( 77 / 96 ) & -0.299301056879784 & 0.0270272768887952 & -11.0740367263513 \tabularnewline
Winsorized Mean ( 78 / 96 ) & -0.299845370815547 & 0.0268894702480528 & -11.1510330270363 \tabularnewline
Winsorized Mean ( 79 / 96 ) & -0.308747113993634 & 0.0260830898973584 & -11.8370605326519 \tabularnewline
Winsorized Mean ( 80 / 96 ) & -0.307662182901578 & 0.0258353178607408 & -11.908589031494 \tabularnewline
Winsorized Mean ( 81 / 96 ) & -0.309538951618442 & 0.0250853308385593 & -12.3394406719421 \tabularnewline
Winsorized Mean ( 82 / 96 ) & -0.310179857519328 & 0.0247199338688464 & -12.5477624319309 \tabularnewline
Winsorized Mean ( 83 / 96 ) & -0.311036323217251 & 0.024602875376864 & -12.6422752809512 \tabularnewline
Winsorized Mean ( 84 / 96 ) & -0.320985553561039 & 0.0238715247568973 & -13.4463783453252 \tabularnewline
Winsorized Mean ( 85 / 96 ) & -0.316752388905778 & 0.022650384690453 & -13.9844154187494 \tabularnewline
Winsorized Mean ( 86 / 96 ) & -0.319132949186393 & 0.0224196374046921 & -14.2345276788287 \tabularnewline
Winsorized Mean ( 87 / 96 ) & -0.317520017786152 & 0.0222869603654789 & -14.2468965071599 \tabularnewline
Winsorized Mean ( 88 / 96 ) & -0.316688002604712 & 0.0218248507184736 & -14.5104315575755 \tabularnewline
Winsorized Mean ( 89 / 96 ) & -0.313406086469308 & 0.0212601238183096 & -14.7414986454311 \tabularnewline
Winsorized Mean ( 90 / 96 ) & -0.315948443897391 & 0.0210324000943858 & -15.0219871474263 \tabularnewline
Winsorized Mean ( 91 / 96 ) & -0.316014870244774 & 0.0210038657937733 & -15.0455574867774 \tabularnewline
Winsorized Mean ( 92 / 96 ) & -0.318333123541621 & 0.020617446255964 & -15.4399880368082 \tabularnewline
Winsorized Mean ( 93 / 96 ) & -0.314035811661263 & 0.0203256405533143 & -15.4502295185997 \tabularnewline
Winsorized Mean ( 94 / 96 ) & -0.315913735672285 & 0.0200984359377861 & -15.7183243835582 \tabularnewline
Winsorized Mean ( 95 / 96 ) & -0.316672283867887 & 0.0194261493803804 & -16.3013409228549 \tabularnewline
Winsorized Mean ( 96 / 96 ) & -0.315483298227524 & 0.0192788166309236 & -16.3642460150528 \tabularnewline
Trimmed Mean ( 1 / 96 ) & -0.068248627076566 & 0.0759953713404803 & -0.898062946107511 \tabularnewline
Trimmed Mean ( 2 / 96 ) & -0.0998288618397485 & 0.0642100204925952 & -1.5547240302043 \tabularnewline
Trimmed Mean ( 3 / 96 ) & -0.109958842710923 & 0.0619503209080617 & -1.77495194696584 \tabularnewline
Trimmed Mean ( 4 / 96 ) & -0.119782957393465 & 0.0600259004167922 & -1.99552120937374 \tabularnewline
Trimmed Mean ( 5 / 96 ) & -0.129331151788168 & 0.0583941929645759 & -2.21479474622802 \tabularnewline
Trimmed Mean ( 6 / 96 ) & -0.138025028182249 & 0.0570069853766086 & -2.42119500391761 \tabularnewline
Trimmed Mean ( 7 / 96 ) & -0.146970148295412 & 0.055560228410468 & -2.64524017449362 \tabularnewline
Trimmed Mean ( 8 / 96 ) & -0.154923982076193 & 0.054315447214085 & -2.8523005889201 \tabularnewline
Trimmed Mean ( 9 / 96 ) & -0.162127982269825 & 0.0532425465169808 & -3.0450831689299 \tabularnewline
Trimmed Mean ( 10 / 96 ) & -0.16924538807973 & 0.0521761674765966 & -3.24372977673464 \tabularnewline
Trimmed Mean ( 11 / 96 ) & -0.176233060846025 & 0.05111536023962 & -3.44775151774094 \tabularnewline
Trimmed Mean ( 12 / 96 ) & -0.182945940920838 & 0.050096359718549 & -3.65188093403719 \tabularnewline
Trimmed Mean ( 13 / 96 ) & -0.189538534691157 & 0.0490756874482456 & -3.86216769537953 \tabularnewline
Trimmed Mean ( 14 / 96 ) & -0.19535022357969 & 0.0482432064963925 & -4.04927942744224 \tabularnewline
Trimmed Mean ( 15 / 96 ) & -0.201171033703213 & 0.047393226307449 & -4.24472122657735 \tabularnewline
Trimmed Mean ( 16 / 96 ) & -0.206533996482108 & 0.0466176067670086 & -4.43038608812223 \tabularnewline
Trimmed Mean ( 17 / 96 ) & -0.212050442461359 & 0.0458228130503863 & -4.62761730119428 \tabularnewline
Trimmed Mean ( 18 / 96 ) & -0.217558289361461 & 0.045017017281355 & -4.83280107168647 \tabularnewline
Trimmed Mean ( 19 / 96 ) & -0.222752745024642 & 0.0442790499241647 & -5.03065773556894 \tabularnewline
Trimmed Mean ( 20 / 96 ) & -0.22735032419805 & 0.0436476234410914 & -5.20876754045708 \tabularnewline
Trimmed Mean ( 21 / 96 ) & -0.231252882147505 & 0.0431373480650227 & -5.36085069019376 \tabularnewline
Trimmed Mean ( 22 / 96 ) & -0.235169871066085 & 0.0426131636477401 & -5.5187141938136 \tabularnewline
Trimmed Mean ( 23 / 96 ) & -0.238559518841758 & 0.0421859895091653 & -5.65494662131675 \tabularnewline
Trimmed Mean ( 24 / 96 ) & -0.241924745987353 & 0.041759073859748 & -5.79334558040921 \tabularnewline
Trimmed Mean ( 25 / 96 ) & -0.241924745987353 & 0.0413320889801439 & -5.85319426036208 \tabularnewline
Trimmed Mean ( 26 / 96 ) & -0.248428700654279 & 0.0409137707213099 & -6.07200696182435 \tabularnewline
Trimmed Mean ( 27 / 96 ) & -0.2513567909205 & 0.0405320059336927 & -6.20143970500007 \tabularnewline
Trimmed Mean ( 28 / 96 ) & -0.253973733483263 & 0.0401916089140088 & -6.31907356649114 \tabularnewline
Trimmed Mean ( 29 / 96 ) & -0.256395412025959 & 0.0398720005782715 & -6.43046268828765 \tabularnewline
Trimmed Mean ( 30 / 96 ) & -0.258939049346029 & 0.0395504556438023 & -6.54705603591714 \tabularnewline
Trimmed Mean ( 31 / 96 ) & -0.261494480265325 & 0.0392242840557898 & -6.66664762812226 \tabularnewline
Trimmed Mean ( 32 / 96 ) & -0.264082513266286 & 0.0388869570526287 & -6.79103054808025 \tabularnewline
Trimmed Mean ( 33 / 96 ) & -0.266653517762801 & 0.0385479636057438 & -6.91744758530043 \tabularnewline
Trimmed Mean ( 34 / 96 ) & -0.269180191603276 & 0.038208472671617 & -7.04503930101439 \tabularnewline
Trimmed Mean ( 35 / 96 ) & -0.271383146630423 & 0.0379096923986831 & -7.15867445655797 \tabularnewline
Trimmed Mean ( 36 / 96 ) & -0.273476071600833 & 0.0376253050799803 & -7.26840808385484 \tabularnewline
Trimmed Mean ( 37 / 96 ) & -0.275551892022412 & 0.0373357409565394 & -7.38037829068848 \tabularnewline
Trimmed Mean ( 38 / 96 ) & -0.277495113591737 & 0.0370604479060223 & -7.4876351817282 \tabularnewline
Trimmed Mean ( 39 / 96 ) & -0.279492184828568 & 0.0367732200108733 & -7.60042728773619 \tabularnewline
Trimmed Mean ( 40 / 96 ) & -0.281520169008331 & 0.0364813568172939 & -7.71682288074541 \tabularnewline
Trimmed Mean ( 41 / 96 ) & -0.283504023827436 & 0.0361984592418765 & -7.83193621399947 \tabularnewline
Trimmed Mean ( 42 / 96 ) & -0.285308555032887 & 0.035936145841723 & -7.93931982270716 \tabularnewline
Trimmed Mean ( 43 / 96 ) & -0.286966014115414 & 0.0356919414512483 & -8.04007858489237 \tabularnewline
Trimmed Mean ( 44 / 96 ) & -0.288655513069358 & 0.0354340035522353 & -8.14628560512036 \tabularnewline
Trimmed Mean ( 45 / 96 ) & -0.290386852568681 & 0.0351628852885692 & -8.25833404129326 \tabularnewline
Trimmed Mean ( 46 / 96 ) & -0.29217254581097 & 0.0348850442143715 & -8.37529527024662 \tabularnewline
Trimmed Mean ( 47 / 96 ) & -0.293887031202093 & 0.0346092282612828 & -8.49158001973895 \tabularnewline
Trimmed Mean ( 48 / 96 ) & -0.295602162954442 & 0.0343235713707294 & -8.61222044063071 \tabularnewline
Trimmed Mean ( 49 / 96 ) & -0.297341124543767 & 0.0340222809808337 & -8.73959993191733 \tabularnewline
Trimmed Mean ( 50 / 96 ) & -0.297341124543767 & 0.0337239676455039 & -8.81690813101607 \tabularnewline
Trimmed Mean ( 51 / 96 ) & -0.300658789087617 & 0.0334427429812797 & -8.99025505341822 \tabularnewline
Trimmed Mean ( 52 / 96 ) & -0.302374848321297 & 0.0331672481459321 & -9.11666976382489 \tabularnewline
Trimmed Mean ( 53 / 96 ) & -0.30408410569243 & 0.0328811727946517 & -9.2479701862061 \tabularnewline
Trimmed Mean ( 54 / 96 ) & -0.305475126952657 & 0.0326338382490703 & -9.36068643293466 \tabularnewline
Trimmed Mean ( 55 / 96 ) & -0.30685440172468 & 0.0323808428633978 & -9.47641798637482 \tabularnewline
Trimmed Mean ( 56 / 96 ) & -0.308237440813494 & 0.032119247369634 & -9.59665826743206 \tabularnewline
Trimmed Mean ( 57 / 96 ) & -0.30961985259971 & 0.0318464402636716 & -9.72227508117776 \tabularnewline
Trimmed Mean ( 58 / 96 ) & -0.310888195132228 & 0.0315908188398167 & -9.84109328436871 \tabularnewline
Trimmed Mean ( 59 / 96 ) & -0.312138618260893 & 0.0313259379680479 & -9.96422257425369 \tabularnewline
Trimmed Mean ( 60 / 96 ) & -0.313367090631946 & 0.0310513861746099 & -10.0918873273419 \tabularnewline
Trimmed Mean ( 61 / 96 ) & -0.313367090631946 & 0.0307777969976057 & -10.1815958645878 \tabularnewline
Trimmed Mean ( 62 / 96 ) & -0.315651171170747 & 0.0304903839143299 & -10.3524826731485 \tabularnewline
Trimmed Mean ( 63 / 96 ) & -0.316768476720895 & 0.0301945215518319 & -10.4909255202845 \tabularnewline
Trimmed Mean ( 64 / 96 ) & -0.317900282282887 & 0.0298797374767996 & -10.6393264843683 \tabularnewline
Trimmed Mean ( 65 / 96 ) & -0.318739106502816 & 0.0295980255236926 & -10.7689314021191 \tabularnewline
Trimmed Mean ( 66 / 96 ) & -0.319494646936324 & 0.029316044889249 & -10.8982861823046 \tabularnewline
Trimmed Mean ( 67 / 96 ) & -0.320042535946542 & 0.0290519768580841 & -11.0162051109264 \tabularnewline
Trimmed Mean ( 68 / 96 ) & -0.320592515136139 & 0.028787219917499 & -11.1366264632334 \tabularnewline
Trimmed Mean ( 69 / 96 ) & -0.321070524555016 & 0.0285154918941537 & -11.2595120486364 \tabularnewline
Trimmed Mean ( 70 / 96 ) & -0.321703325959034 & 0.0282527721181194 & -11.3866110063131 \tabularnewline
Trimmed Mean ( 71 / 96 ) & -0.32241392672556 & 0.027988395577418 & -11.5195573048744 \tabularnewline
Trimmed Mean ( 72 / 96 ) & -0.32309553813802 & 0.0277190100520249 & -11.6560994614026 \tabularnewline
Trimmed Mean ( 73 / 96 ) & -0.323838179822765 & 0.0274610818522799 & -11.7926227948619 \tabularnewline
Trimmed Mean ( 74 / 96 ) & -0.324580645888904 & 0.027189900994765 & -11.937544235685 \tabularnewline
Trimmed Mean ( 75 / 96 ) & -0.325172845435814 & 0.0269239672586046 & -12.0774491482823 \tabularnewline
Trimmed Mean ( 76 / 96 ) & -0.325817104603533 & 0.0266511562450766 & -12.2252521281782 \tabularnewline
Trimmed Mean ( 77 / 96 ) & -0.325817104603533 & 0.0263769003334531 & -12.3523651560494 \tabularnewline
Trimmed Mean ( 78 / 96 ) & -0.327299036975458 & 0.0260974110256101 & -12.5414370281508 \tabularnewline
Trimmed Mean ( 79 / 96 ) & -0.328075520584796 & 0.0257999779372916 & -12.7161163231303 \tabularnewline
Trimmed Mean ( 80 / 96 ) & -0.328623642408448 & 0.0255287394056604 & -12.8726936801111 \tabularnewline
Trimmed Mean ( 81 / 96 ) & -0.329219888648358 & 0.0252466846077139 & -13.0401236346007 \tabularnewline
Trimmed Mean ( 82 / 96 ) & -0.32978164576457 & 0.0249870699739291 & -13.1980918974757 \tabularnewline
Trimmed Mean ( 83 / 96 ) & -0.330343307156884 & 0.024725402158568 & -13.3604826743904 \tabularnewline
Trimmed Mean ( 84 / 96 ) & -0.330898889986572 & 0.0244443067428727 & -13.5368490285802 \tabularnewline
Trimmed Mean ( 85 / 96 ) & -0.331185500053296 & 0.0241864481654609 & -13.6930192390233 \tabularnewline
Trimmed Mean ( 86 / 96 ) & -0.331604923796045 & 0.023985288498543 & -13.8253464750357 \tabularnewline
Trimmed Mean ( 87 / 96 ) & -0.331969372801322 & 0.023776996514617 & -13.9617875031963 \tabularnewline
Trimmed Mean ( 88 / 96 ) & -0.332394137687842 & 0.0235532088302861 & -14.1124778404049 \tabularnewline
Trimmed Mean ( 89 / 96 ) & -0.3328588257549 & 0.0233363676054786 & -14.2635234147047 \tabularnewline
Trimmed Mean ( 90 / 96 ) & -0.333438337315929 & 0.0231339651088805 & -14.413367347387 \tabularnewline
Trimmed Mean ( 91 / 96 ) & -0.333963215737316 & 0.0229234321238745 & -14.5686393700836 \tabularnewline
Trimmed Mean ( 92 / 96 ) & -0.334506080399518 & 0.0226879086309603 & -14.7438041046694 \tabularnewline
Trimmed Mean ( 93 / 96 ) & -0.334999324862576 & 0.0224534069418856 & -14.919754749452 \tabularnewline
Trimmed Mean ( 94 / 96 ) & -0.335644321702263 & 0.0222106557742316 & -15.1118600510513 \tabularnewline
Trimmed Mean ( 95 / 96 ) & -0.336257059652259 & 0.0219549603903868 & -15.3157670828453 \tabularnewline
Trimmed Mean ( 96 / 96 ) & -0.336871275626397 & 0.0217223278561205 & -15.5080651511058 \tabularnewline
Median & -0.319775027225167 &  &  \tabularnewline
Midrange & 9.79367798548722 &  &  \tabularnewline
Midmean - Weighted Average at Xnp & -0.327643418271544 &  &  \tabularnewline
Midmean - Weighted Average at X(n+1)p & -0.32309553813802 &  &  \tabularnewline
Midmean - Empirical Distribution Function & -0.32309553813802 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Averaging & -0.32309553813802 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Interpolation & -0.32309553813802 &  &  \tabularnewline
Midmean - Closest Observation & -0.326986526464397 &  &  \tabularnewline
Midmean - True Basic - Statistics Graphics Toolkit & -0.32309553813802 &  &  \tabularnewline
Midmean - MS Excel (old versions) & -0.32309553813802 &  &  \tabularnewline
Number of observations & 289 &  &  \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153491&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]-1.32392715110773e-18[/C][C]0.109808240704318[/C][C]-1.20567194467006e-17[/C][/ROW]
[ROW][C]Geometric Mean[/C][C]NaN[/C][C][/C][C][/C][/ROW]
[ROW][C]Harmonic Mean[/C][C]1.105705567582[/C][C][/C][C][/C][/ROW]
[ROW][C]Quadratic Mean[/C][C]1.86350763917251[/C][C][/C][C][/C][/ROW]
[ROW][C]Winsorized Mean ( 1 / 96 )[/C][C]-0.0371054889883065[/C][C]0.0858768090894343[/C][C]-0.43207810562295[/C][/ROW]
[ROW][C]Winsorized Mean ( 2 / 96 )[/C][C]-0.079989522140494[/C][C]0.0683108557733449[/C][C]-1.17096354942323[/C][/ROW]
[ROW][C]Winsorized Mean ( 3 / 96 )[/C][C]-0.0813023420971389[/C][C]0.0670633105114426[/C][C]-1.21232222920559[/C][/ROW]
[ROW][C]Winsorized Mean ( 4 / 96 )[/C][C]-0.0829117292118449[/C][C]0.0656807262255044[/C][C]-1.26234489136403[/C][/ROW]
[ROW][C]Winsorized Mean ( 5 / 96 )[/C][C]-0.0876667268545971[/C][C]0.0642876757325306[/C][C]-1.36366303269907[/C][/ROW]
[ROW][C]Winsorized Mean ( 6 / 96 )[/C][C]-0.0869542732109036[/C][C]0.0641654417557285[/C][C]-1.35515739986533[/C][/ROW]
[ROW][C]Winsorized Mean ( 7 / 96 )[/C][C]-0.0943757664439462[/C][C]0.0626236641025291[/C][C]-1.50703041408487[/C][/ROW]
[ROW][C]Winsorized Mean ( 8 / 96 )[/C][C]-0.100881516955798[/C][C]0.0611559775448208[/C][C]-1.64957737584789[/C][/ROW]
[ROW][C]Winsorized Mean ( 9 / 96 )[/C][C]-0.102504316298273[/C][C]0.06070438421012[/C][C]-1.68858176607917[/C][/ROW]
[ROW][C]Winsorized Mean ( 10 / 96 )[/C][C]-0.104687996086623[/C][C]0.0602238044319867[/C][C]-1.73831588811118[/C][/ROW]
[ROW][C]Winsorized Mean ( 11 / 96 )[/C][C]-0.108523561129485[/C][C]0.0594330627874341[/C][C]-1.82597961538052[/C][/ROW]
[ROW][C]Winsorized Mean ( 12 / 96 )[/C][C]-0.110952079539776[/C][C]0.0589642369938424[/C][C]-1.88168430893734[/C][/ROW]
[ROW][C]Winsorized Mean ( 13 / 96 )[/C][C]-0.12130649178876[/C][C]0.0568199712412735[/C][C]-2.13492701841855[/C][/ROW]
[ROW][C]Winsorized Mean ( 14 / 96 )[/C][C]-0.122318190680403[/C][C]0.0565472575375113[/C][C]-2.16311446402616[/C][/ROW]
[ROW][C]Winsorized Mean ( 15 / 96 )[/C][C]-0.129633935043562[/C][C]0.0553685894457409[/C][C]-2.34129018530621[/C][/ROW]
[ROW][C]Winsorized Mean ( 16 / 96 )[/C][C]-0.128654759127973[/C][C]0.0551092444770139[/C][C]-2.3345404269085[/C][/ROW]
[ROW][C]Winsorized Mean ( 17 / 96 )[/C][C]-0.130080720948079[/C][C]0.054746209289009[/C][C]-2.37606809014618[/C][/ROW]
[ROW][C]Winsorized Mean ( 18 / 96 )[/C][C]-0.13635223162356[/C][C]0.0535081778219661[/C][C]-2.54825032684227[/C][/ROW]
[ROW][C]Winsorized Mean ( 19 / 96 )[/C][C]-0.147489260355456[/C][C]0.0518323333182855[/C][C]-2.84550686633712[/C][/ROW]
[ROW][C]Winsorized Mean ( 20 / 96 )[/C][C]-0.160642240217749[/C][C]0.0499688287956959[/C][C]-3.21484901866634[/C][/ROW]
[ROW][C]Winsorized Mean ( 21 / 96 )[/C][C]-0.161519636520883[/C][C]0.0497960283339305[/C][C]-3.24362488184273[/C][/ROW]
[ROW][C]Winsorized Mean ( 22 / 96 )[/C][C]-0.172467251658655[/C][C]0.0481704159962543[/C][C]-3.58035628490453[/C][/ROW]
[ROW][C]Winsorized Mean ( 23 / 96 )[/C][C]-0.174014695076942[/C][C]0.0478542257510651[/C][C]-3.63634960854149[/C][/ROW]
[ROW][C]Winsorized Mean ( 24 / 96 )[/C][C]-0.17618418547817[/C][C]0.0475362434681556[/C][C]-3.70631275473408[/C][/ROW]
[ROW][C]Winsorized Mean ( 25 / 96 )[/C][C]-0.179801363350259[/C][C]0.0470891482377291[/C][C]-3.81831844658844[/C][/ROW]
[ROW][C]Winsorized Mean ( 26 / 96 )[/C][C]-0.18652340125424[/C][C]0.0462345941552448[/C][C]-4.03428222226714[/C][/ROW]
[ROW][C]Winsorized Mean ( 27 / 96 )[/C][C]-0.194390750566386[/C][C]0.0453123704030502[/C][C]-4.29001504086622[/C][/ROW]
[ROW][C]Winsorized Mean ( 28 / 96 )[/C][C]-0.199775059385826[/C][C]0.0447105765414018[/C][C]-4.46818347781393[/C][/ROW]
[ROW][C]Winsorized Mean ( 29 / 96 )[/C][C]-0.197944562743648[/C][C]0.0444467106666304[/C][C]-4.45352557646658[/C][/ROW]
[ROW][C]Winsorized Mean ( 30 / 96 )[/C][C]-0.198722839794459[/C][C]0.044230260164659[/C][C]-4.49291591445901[/C][/ROW]
[ROW][C]Winsorized Mean ( 31 / 96 )[/C][C]-0.199032438114099[/C][C]0.0441101110800902[/C][C]-4.51217267969963[/C][/ROW]
[ROW][C]Winsorized Mean ( 32 / 96 )[/C][C]-0.200599163483825[/C][C]0.0438237196724281[/C][C]-4.57741070322776[/C][/ROW]
[ROW][C]Winsorized Mean ( 33 / 96 )[/C][C]-0.202892160259053[/C][C]0.0435139803567344[/C][C]-4.66268906212926[/C][/ROW]
[ROW][C]Winsorized Mean ( 34 / 96 )[/C][C]-0.212421703256785[/C][C]0.0425242712497953[/C][C]-4.99530496381658[/C][/ROW]
[ROW][C]Winsorized Mean ( 35 / 96 )[/C][C]-0.216380499051654[/C][C]0.0419835094755403[/C][C]-5.15394024355485[/C][/ROW]
[ROW][C]Winsorized Mean ( 36 / 96 )[/C][C]-0.21788143470457[/C][C]0.0417836121677993[/C][C]-5.21451888433143[/C][/ROW]
[ROW][C]Winsorized Mean ( 37 / 96 )[/C][C]-0.222560441545404[/C][C]0.0412405589416331[/C][C]-5.3966397948289[/C][/ROW]
[ROW][C]Winsorized Mean ( 38 / 96 )[/C][C]-0.222088479761619[/C][C]0.0411537263599894[/C][C]-5.39655820760714[/C][/ROW]
[ROW][C]Winsorized Mean ( 39 / 96 )[/C][C]-0.222294610263671[/C][C]0.04092231639363[/C][C]-5.43211210542015[/C][/ROW]
[ROW][C]Winsorized Mean ( 40 / 96 )[/C][C]-0.224681698758544[/C][C]0.040444311825377[/C][C]-5.55533494372789[/C][/ROW]
[ROW][C]Winsorized Mean ( 41 / 96 )[/C][C]-0.231022761606625[/C][C]0.0397718196241948[/C][C]-5.80870485156491[/C][/ROW]
[ROW][C]Winsorized Mean ( 42 / 96 )[/C][C]-0.236410644522083[/C][C]0.0391494932404554[/C][C]-6.03866423174506[/C][/ROW]
[ROW][C]Winsorized Mean ( 43 / 96 )[/C][C]-0.236438887959904[/C][C]0.0391144563845462[/C][C]-6.04479544942158[/C][/ROW]
[ROW][C]Winsorized Mean ( 44 / 96 )[/C][C]-0.236200119795775[/C][C]0.0390500339054783[/C][C]-6.04865338574362[/C][/ROW]
[ROW][C]Winsorized Mean ( 45 / 96 )[/C][C]-0.235611175776661[/C][C]0.0388453329888357[/C][C]-6.06536635544807[/C][/ROW]
[ROW][C]Winsorized Mean ( 46 / 96 )[/C][C]-0.238958241456722[/C][C]0.0384853240331512[/C][C]-6.20907443187653[/C][/ROW]
[ROW][C]Winsorized Mean ( 47 / 96 )[/C][C]-0.240053259141334[/C][C]0.0383352009236523[/C][C]-6.26195385331147[/C][/ROW]
[ROW][C]Winsorized Mean ( 48 / 96 )[/C][C]-0.240436765546397[/C][C]0.0382753253272789[/C][C]-6.28176935115525[/C][/ROW]
[ROW][C]Winsorized Mean ( 49 / 96 )[/C][C]-0.243193068115337[/C][C]0.0378612923668959[/C][C]-6.42326378504643[/C][/ROW]
[ROW][C]Winsorized Mean ( 50 / 96 )[/C][C]-0.246363099893936[/C][C]0.0371843768283061[/C][C]-6.62544651565587[/C][/ROW]
[ROW][C]Winsorized Mean ( 51 / 96 )[/C][C]-0.244634502341013[/C][C]0.0367069169099322[/C][C]-6.66453417870189[/C][/ROW]
[ROW][C]Winsorized Mean ( 52 / 96 )[/C][C]-0.246093557166611[/C][C]0.0365540586679277[/C][C]-6.73231827420938[/C][/ROW]
[ROW][C]Winsorized Mean ( 53 / 96 )[/C][C]-0.257910863653132[/C][C]0.0355107099388355[/C][C]-7.26290361689089[/C][/ROW]
[ROW][C]Winsorized Mean ( 54 / 96 )[/C][C]-0.259343397034408[/C][C]0.0352897635133839[/C][C]-7.34896953718746[/C][/ROW]
[ROW][C]Winsorized Mean ( 55 / 96 )[/C][C]-0.260266562521903[/C][C]0.0351125696010235[/C][C]-7.41234735820407[/C][/ROW]
[ROW][C]Winsorized Mean ( 56 / 96 )[/C][C]-0.26135980930856[/C][C]0.0349720358854334[/C][C]-7.47339417598568[/C][/ROW]
[ROW][C]Winsorized Mean ( 57 / 96 )[/C][C]-0.26634260099709[/C][C]0.0343046864256199[/C][C]-7.76402960495149[/C][/ROW]
[ROW][C]Winsorized Mean ( 58 / 96 )[/C][C]-0.267975750183787[/C][C]0.0341302440421092[/C][C]-7.85156267424178[/C][/ROW]
[ROW][C]Winsorized Mean ( 59 / 96 )[/C][C]-0.269754196074852[/C][C]0.0339502893274295[/C][C]-7.94556398248157[/C][/ROW]
[ROW][C]Winsorized Mean ( 60 / 96 )[/C][C]-0.273966600456821[/C][C]0.0335722444746846[/C][C]-8.16050891871133[/C][/ROW]
[ROW][C]Winsorized Mean ( 61 / 96 )[/C][C]-0.274533281264929[/C][C]0.0334457852949785[/C][C]-8.20830723045235[/C][/ROW]
[ROW][C]Winsorized Mean ( 62 / 96 )[/C][C]-0.276580271898105[/C][C]0.0332093486689789[/C][C]-8.32838592093378[/C][/ROW]
[ROW][C]Winsorized Mean ( 63 / 96 )[/C][C]-0.277045626148949[/C][C]0.0331380642528019[/C][C]-8.36034428672228[/C][/ROW]
[ROW][C]Winsorized Mean ( 64 / 96 )[/C][C]-0.288364381722362[/C][C]0.0321692944899476[/C][C]-8.96396350291337[/C][/ROW]
[ROW][C]Winsorized Mean ( 65 / 96 )[/C][C]-0.292059901921684[/C][C]0.0317905215955412[/C][C]-9.18701195398591[/C][/ROW]
[ROW][C]Winsorized Mean ( 66 / 96 )[/C][C]-0.300100513460425[/C][C]0.0310996266342353[/C][C]-9.64965004210266[/C][/ROW]
[ROW][C]Winsorized Mean ( 67 / 96 )[/C][C]-0.300534450574353[/C][C]0.0307332398923487[/C][C]-9.77880794953782[/C][/ROW]
[ROW][C]Winsorized Mean ( 68 / 96 )[/C][C]-0.303609121665462[/C][C]0.0304785981605464[/C][C]-9.96138733370204[/C][/ROW]
[ROW][C]Winsorized Mean ( 69 / 96 )[/C][C]-0.298558997791332[/C][C]0.0299203547480319[/C][C]-9.97845781928673[/C][/ROW]
[ROW][C]Winsorized Mean ( 70 / 96 )[/C][C]-0.296402004548803[/C][C]0.0295577744885124[/C][C]-10.0278863912437[/C][/ROW]
[ROW][C]Winsorized Mean ( 71 / 96 )[/C][C]-0.298132994229782[/C][C]0.0292589847329423[/C][C]-10.1894511019762[/C][/ROW]
[ROW][C]Winsorized Mean ( 72 / 96 )[/C][C]-0.296637964483576[/C][C]0.0286665198223789[/C][C]-10.3478889771615[/C][/ROW]
[ROW][C]Winsorized Mean ( 73 / 96 )[/C][C]-0.297394570069265[/C][C]0.028503105298888[/C][C]-10.4337603552574[/C][/ROW]
[ROW][C]Winsorized Mean ( 74 / 96 )[/C][C]-0.303503259939[/C][C]0.0280346596372206[/C][C]-10.8260012379837[/C][/ROW]
[ROW][C]Winsorized Mean ( 75 / 96 )[/C][C]-0.302267091289428[/C][C]0.0277460286207936[/C][C]-10.8940668742373[/C][/ROW]
[ROW][C]Winsorized Mean ( 76 / 96 )[/C][C]-0.3004860246735[/C][C]0.0273580417180085[/C][C]-10.9834624777147[/C][/ROW]
[ROW][C]Winsorized Mean ( 77 / 96 )[/C][C]-0.299301056879784[/C][C]0.0270272768887952[/C][C]-11.0740367263513[/C][/ROW]
[ROW][C]Winsorized Mean ( 78 / 96 )[/C][C]-0.299845370815547[/C][C]0.0268894702480528[/C][C]-11.1510330270363[/C][/ROW]
[ROW][C]Winsorized Mean ( 79 / 96 )[/C][C]-0.308747113993634[/C][C]0.0260830898973584[/C][C]-11.8370605326519[/C][/ROW]
[ROW][C]Winsorized Mean ( 80 / 96 )[/C][C]-0.307662182901578[/C][C]0.0258353178607408[/C][C]-11.908589031494[/C][/ROW]
[ROW][C]Winsorized Mean ( 81 / 96 )[/C][C]-0.309538951618442[/C][C]0.0250853308385593[/C][C]-12.3394406719421[/C][/ROW]
[ROW][C]Winsorized Mean ( 82 / 96 )[/C][C]-0.310179857519328[/C][C]0.0247199338688464[/C][C]-12.5477624319309[/C][/ROW]
[ROW][C]Winsorized Mean ( 83 / 96 )[/C][C]-0.311036323217251[/C][C]0.024602875376864[/C][C]-12.6422752809512[/C][/ROW]
[ROW][C]Winsorized Mean ( 84 / 96 )[/C][C]-0.320985553561039[/C][C]0.0238715247568973[/C][C]-13.4463783453252[/C][/ROW]
[ROW][C]Winsorized Mean ( 85 / 96 )[/C][C]-0.316752388905778[/C][C]0.022650384690453[/C][C]-13.9844154187494[/C][/ROW]
[ROW][C]Winsorized Mean ( 86 / 96 )[/C][C]-0.319132949186393[/C][C]0.0224196374046921[/C][C]-14.2345276788287[/C][/ROW]
[ROW][C]Winsorized Mean ( 87 / 96 )[/C][C]-0.317520017786152[/C][C]0.0222869603654789[/C][C]-14.2468965071599[/C][/ROW]
[ROW][C]Winsorized Mean ( 88 / 96 )[/C][C]-0.316688002604712[/C][C]0.0218248507184736[/C][C]-14.5104315575755[/C][/ROW]
[ROW][C]Winsorized Mean ( 89 / 96 )[/C][C]-0.313406086469308[/C][C]0.0212601238183096[/C][C]-14.7414986454311[/C][/ROW]
[ROW][C]Winsorized Mean ( 90 / 96 )[/C][C]-0.315948443897391[/C][C]0.0210324000943858[/C][C]-15.0219871474263[/C][/ROW]
[ROW][C]Winsorized Mean ( 91 / 96 )[/C][C]-0.316014870244774[/C][C]0.0210038657937733[/C][C]-15.0455574867774[/C][/ROW]
[ROW][C]Winsorized Mean ( 92 / 96 )[/C][C]-0.318333123541621[/C][C]0.020617446255964[/C][C]-15.4399880368082[/C][/ROW]
[ROW][C]Winsorized Mean ( 93 / 96 )[/C][C]-0.314035811661263[/C][C]0.0203256405533143[/C][C]-15.4502295185997[/C][/ROW]
[ROW][C]Winsorized Mean ( 94 / 96 )[/C][C]-0.315913735672285[/C][C]0.0200984359377861[/C][C]-15.7183243835582[/C][/ROW]
[ROW][C]Winsorized Mean ( 95 / 96 )[/C][C]-0.316672283867887[/C][C]0.0194261493803804[/C][C]-16.3013409228549[/C][/ROW]
[ROW][C]Winsorized Mean ( 96 / 96 )[/C][C]-0.315483298227524[/C][C]0.0192788166309236[/C][C]-16.3642460150528[/C][/ROW]
[ROW][C]Trimmed Mean ( 1 / 96 )[/C][C]-0.068248627076566[/C][C]0.0759953713404803[/C][C]-0.898062946107511[/C][/ROW]
[ROW][C]Trimmed Mean ( 2 / 96 )[/C][C]-0.0998288618397485[/C][C]0.0642100204925952[/C][C]-1.5547240302043[/C][/ROW]
[ROW][C]Trimmed Mean ( 3 / 96 )[/C][C]-0.109958842710923[/C][C]0.0619503209080617[/C][C]-1.77495194696584[/C][/ROW]
[ROW][C]Trimmed Mean ( 4 / 96 )[/C][C]-0.119782957393465[/C][C]0.0600259004167922[/C][C]-1.99552120937374[/C][/ROW]
[ROW][C]Trimmed Mean ( 5 / 96 )[/C][C]-0.129331151788168[/C][C]0.0583941929645759[/C][C]-2.21479474622802[/C][/ROW]
[ROW][C]Trimmed Mean ( 6 / 96 )[/C][C]-0.138025028182249[/C][C]0.0570069853766086[/C][C]-2.42119500391761[/C][/ROW]
[ROW][C]Trimmed Mean ( 7 / 96 )[/C][C]-0.146970148295412[/C][C]0.055560228410468[/C][C]-2.64524017449362[/C][/ROW]
[ROW][C]Trimmed Mean ( 8 / 96 )[/C][C]-0.154923982076193[/C][C]0.054315447214085[/C][C]-2.8523005889201[/C][/ROW]
[ROW][C]Trimmed Mean ( 9 / 96 )[/C][C]-0.162127982269825[/C][C]0.0532425465169808[/C][C]-3.0450831689299[/C][/ROW]
[ROW][C]Trimmed Mean ( 10 / 96 )[/C][C]-0.16924538807973[/C][C]0.0521761674765966[/C][C]-3.24372977673464[/C][/ROW]
[ROW][C]Trimmed Mean ( 11 / 96 )[/C][C]-0.176233060846025[/C][C]0.05111536023962[/C][C]-3.44775151774094[/C][/ROW]
[ROW][C]Trimmed Mean ( 12 / 96 )[/C][C]-0.182945940920838[/C][C]0.050096359718549[/C][C]-3.65188093403719[/C][/ROW]
[ROW][C]Trimmed Mean ( 13 / 96 )[/C][C]-0.189538534691157[/C][C]0.0490756874482456[/C][C]-3.86216769537953[/C][/ROW]
[ROW][C]Trimmed Mean ( 14 / 96 )[/C][C]-0.19535022357969[/C][C]0.0482432064963925[/C][C]-4.04927942744224[/C][/ROW]
[ROW][C]Trimmed Mean ( 15 / 96 )[/C][C]-0.201171033703213[/C][C]0.047393226307449[/C][C]-4.24472122657735[/C][/ROW]
[ROW][C]Trimmed Mean ( 16 / 96 )[/C][C]-0.206533996482108[/C][C]0.0466176067670086[/C][C]-4.43038608812223[/C][/ROW]
[ROW][C]Trimmed Mean ( 17 / 96 )[/C][C]-0.212050442461359[/C][C]0.0458228130503863[/C][C]-4.62761730119428[/C][/ROW]
[ROW][C]Trimmed Mean ( 18 / 96 )[/C][C]-0.217558289361461[/C][C]0.045017017281355[/C][C]-4.83280107168647[/C][/ROW]
[ROW][C]Trimmed Mean ( 19 / 96 )[/C][C]-0.222752745024642[/C][C]0.0442790499241647[/C][C]-5.03065773556894[/C][/ROW]
[ROW][C]Trimmed Mean ( 20 / 96 )[/C][C]-0.22735032419805[/C][C]0.0436476234410914[/C][C]-5.20876754045708[/C][/ROW]
[ROW][C]Trimmed Mean ( 21 / 96 )[/C][C]-0.231252882147505[/C][C]0.0431373480650227[/C][C]-5.36085069019376[/C][/ROW]
[ROW][C]Trimmed Mean ( 22 / 96 )[/C][C]-0.235169871066085[/C][C]0.0426131636477401[/C][C]-5.5187141938136[/C][/ROW]
[ROW][C]Trimmed Mean ( 23 / 96 )[/C][C]-0.238559518841758[/C][C]0.0421859895091653[/C][C]-5.65494662131675[/C][/ROW]
[ROW][C]Trimmed Mean ( 24 / 96 )[/C][C]-0.241924745987353[/C][C]0.041759073859748[/C][C]-5.79334558040921[/C][/ROW]
[ROW][C]Trimmed Mean ( 25 / 96 )[/C][C]-0.241924745987353[/C][C]0.0413320889801439[/C][C]-5.85319426036208[/C][/ROW]
[ROW][C]Trimmed Mean ( 26 / 96 )[/C][C]-0.248428700654279[/C][C]0.0409137707213099[/C][C]-6.07200696182435[/C][/ROW]
[ROW][C]Trimmed Mean ( 27 / 96 )[/C][C]-0.2513567909205[/C][C]0.0405320059336927[/C][C]-6.20143970500007[/C][/ROW]
[ROW][C]Trimmed Mean ( 28 / 96 )[/C][C]-0.253973733483263[/C][C]0.0401916089140088[/C][C]-6.31907356649114[/C][/ROW]
[ROW][C]Trimmed Mean ( 29 / 96 )[/C][C]-0.256395412025959[/C][C]0.0398720005782715[/C][C]-6.43046268828765[/C][/ROW]
[ROW][C]Trimmed Mean ( 30 / 96 )[/C][C]-0.258939049346029[/C][C]0.0395504556438023[/C][C]-6.54705603591714[/C][/ROW]
[ROW][C]Trimmed Mean ( 31 / 96 )[/C][C]-0.261494480265325[/C][C]0.0392242840557898[/C][C]-6.66664762812226[/C][/ROW]
[ROW][C]Trimmed Mean ( 32 / 96 )[/C][C]-0.264082513266286[/C][C]0.0388869570526287[/C][C]-6.79103054808025[/C][/ROW]
[ROW][C]Trimmed Mean ( 33 / 96 )[/C][C]-0.266653517762801[/C][C]0.0385479636057438[/C][C]-6.91744758530043[/C][/ROW]
[ROW][C]Trimmed Mean ( 34 / 96 )[/C][C]-0.269180191603276[/C][C]0.038208472671617[/C][C]-7.04503930101439[/C][/ROW]
[ROW][C]Trimmed Mean ( 35 / 96 )[/C][C]-0.271383146630423[/C][C]0.0379096923986831[/C][C]-7.15867445655797[/C][/ROW]
[ROW][C]Trimmed Mean ( 36 / 96 )[/C][C]-0.273476071600833[/C][C]0.0376253050799803[/C][C]-7.26840808385484[/C][/ROW]
[ROW][C]Trimmed Mean ( 37 / 96 )[/C][C]-0.275551892022412[/C][C]0.0373357409565394[/C][C]-7.38037829068848[/C][/ROW]
[ROW][C]Trimmed Mean ( 38 / 96 )[/C][C]-0.277495113591737[/C][C]0.0370604479060223[/C][C]-7.4876351817282[/C][/ROW]
[ROW][C]Trimmed Mean ( 39 / 96 )[/C][C]-0.279492184828568[/C][C]0.0367732200108733[/C][C]-7.60042728773619[/C][/ROW]
[ROW][C]Trimmed Mean ( 40 / 96 )[/C][C]-0.281520169008331[/C][C]0.0364813568172939[/C][C]-7.71682288074541[/C][/ROW]
[ROW][C]Trimmed Mean ( 41 / 96 )[/C][C]-0.283504023827436[/C][C]0.0361984592418765[/C][C]-7.83193621399947[/C][/ROW]
[ROW][C]Trimmed Mean ( 42 / 96 )[/C][C]-0.285308555032887[/C][C]0.035936145841723[/C][C]-7.93931982270716[/C][/ROW]
[ROW][C]Trimmed Mean ( 43 / 96 )[/C][C]-0.286966014115414[/C][C]0.0356919414512483[/C][C]-8.04007858489237[/C][/ROW]
[ROW][C]Trimmed Mean ( 44 / 96 )[/C][C]-0.288655513069358[/C][C]0.0354340035522353[/C][C]-8.14628560512036[/C][/ROW]
[ROW][C]Trimmed Mean ( 45 / 96 )[/C][C]-0.290386852568681[/C][C]0.0351628852885692[/C][C]-8.25833404129326[/C][/ROW]
[ROW][C]Trimmed Mean ( 46 / 96 )[/C][C]-0.29217254581097[/C][C]0.0348850442143715[/C][C]-8.37529527024662[/C][/ROW]
[ROW][C]Trimmed Mean ( 47 / 96 )[/C][C]-0.293887031202093[/C][C]0.0346092282612828[/C][C]-8.49158001973895[/C][/ROW]
[ROW][C]Trimmed Mean ( 48 / 96 )[/C][C]-0.295602162954442[/C][C]0.0343235713707294[/C][C]-8.61222044063071[/C][/ROW]
[ROW][C]Trimmed Mean ( 49 / 96 )[/C][C]-0.297341124543767[/C][C]0.0340222809808337[/C][C]-8.73959993191733[/C][/ROW]
[ROW][C]Trimmed Mean ( 50 / 96 )[/C][C]-0.297341124543767[/C][C]0.0337239676455039[/C][C]-8.81690813101607[/C][/ROW]
[ROW][C]Trimmed Mean ( 51 / 96 )[/C][C]-0.300658789087617[/C][C]0.0334427429812797[/C][C]-8.99025505341822[/C][/ROW]
[ROW][C]Trimmed Mean ( 52 / 96 )[/C][C]-0.302374848321297[/C][C]0.0331672481459321[/C][C]-9.11666976382489[/C][/ROW]
[ROW][C]Trimmed Mean ( 53 / 96 )[/C][C]-0.30408410569243[/C][C]0.0328811727946517[/C][C]-9.2479701862061[/C][/ROW]
[ROW][C]Trimmed Mean ( 54 / 96 )[/C][C]-0.305475126952657[/C][C]0.0326338382490703[/C][C]-9.36068643293466[/C][/ROW]
[ROW][C]Trimmed Mean ( 55 / 96 )[/C][C]-0.30685440172468[/C][C]0.0323808428633978[/C][C]-9.47641798637482[/C][/ROW]
[ROW][C]Trimmed Mean ( 56 / 96 )[/C][C]-0.308237440813494[/C][C]0.032119247369634[/C][C]-9.59665826743206[/C][/ROW]
[ROW][C]Trimmed Mean ( 57 / 96 )[/C][C]-0.30961985259971[/C][C]0.0318464402636716[/C][C]-9.72227508117776[/C][/ROW]
[ROW][C]Trimmed Mean ( 58 / 96 )[/C][C]-0.310888195132228[/C][C]0.0315908188398167[/C][C]-9.84109328436871[/C][/ROW]
[ROW][C]Trimmed Mean ( 59 / 96 )[/C][C]-0.312138618260893[/C][C]0.0313259379680479[/C][C]-9.96422257425369[/C][/ROW]
[ROW][C]Trimmed Mean ( 60 / 96 )[/C][C]-0.313367090631946[/C][C]0.0310513861746099[/C][C]-10.0918873273419[/C][/ROW]
[ROW][C]Trimmed Mean ( 61 / 96 )[/C][C]-0.313367090631946[/C][C]0.0307777969976057[/C][C]-10.1815958645878[/C][/ROW]
[ROW][C]Trimmed Mean ( 62 / 96 )[/C][C]-0.315651171170747[/C][C]0.0304903839143299[/C][C]-10.3524826731485[/C][/ROW]
[ROW][C]Trimmed Mean ( 63 / 96 )[/C][C]-0.316768476720895[/C][C]0.0301945215518319[/C][C]-10.4909255202845[/C][/ROW]
[ROW][C]Trimmed Mean ( 64 / 96 )[/C][C]-0.317900282282887[/C][C]0.0298797374767996[/C][C]-10.6393264843683[/C][/ROW]
[ROW][C]Trimmed Mean ( 65 / 96 )[/C][C]-0.318739106502816[/C][C]0.0295980255236926[/C][C]-10.7689314021191[/C][/ROW]
[ROW][C]Trimmed Mean ( 66 / 96 )[/C][C]-0.319494646936324[/C][C]0.029316044889249[/C][C]-10.8982861823046[/C][/ROW]
[ROW][C]Trimmed Mean ( 67 / 96 )[/C][C]-0.320042535946542[/C][C]0.0290519768580841[/C][C]-11.0162051109264[/C][/ROW]
[ROW][C]Trimmed Mean ( 68 / 96 )[/C][C]-0.320592515136139[/C][C]0.028787219917499[/C][C]-11.1366264632334[/C][/ROW]
[ROW][C]Trimmed Mean ( 69 / 96 )[/C][C]-0.321070524555016[/C][C]0.0285154918941537[/C][C]-11.2595120486364[/C][/ROW]
[ROW][C]Trimmed Mean ( 70 / 96 )[/C][C]-0.321703325959034[/C][C]0.0282527721181194[/C][C]-11.3866110063131[/C][/ROW]
[ROW][C]Trimmed Mean ( 71 / 96 )[/C][C]-0.32241392672556[/C][C]0.027988395577418[/C][C]-11.5195573048744[/C][/ROW]
[ROW][C]Trimmed Mean ( 72 / 96 )[/C][C]-0.32309553813802[/C][C]0.0277190100520249[/C][C]-11.6560994614026[/C][/ROW]
[ROW][C]Trimmed Mean ( 73 / 96 )[/C][C]-0.323838179822765[/C][C]0.0274610818522799[/C][C]-11.7926227948619[/C][/ROW]
[ROW][C]Trimmed Mean ( 74 / 96 )[/C][C]-0.324580645888904[/C][C]0.027189900994765[/C][C]-11.937544235685[/C][/ROW]
[ROW][C]Trimmed Mean ( 75 / 96 )[/C][C]-0.325172845435814[/C][C]0.0269239672586046[/C][C]-12.0774491482823[/C][/ROW]
[ROW][C]Trimmed Mean ( 76 / 96 )[/C][C]-0.325817104603533[/C][C]0.0266511562450766[/C][C]-12.2252521281782[/C][/ROW]
[ROW][C]Trimmed Mean ( 77 / 96 )[/C][C]-0.325817104603533[/C][C]0.0263769003334531[/C][C]-12.3523651560494[/C][/ROW]
[ROW][C]Trimmed Mean ( 78 / 96 )[/C][C]-0.327299036975458[/C][C]0.0260974110256101[/C][C]-12.5414370281508[/C][/ROW]
[ROW][C]Trimmed Mean ( 79 / 96 )[/C][C]-0.328075520584796[/C][C]0.0257999779372916[/C][C]-12.7161163231303[/C][/ROW]
[ROW][C]Trimmed Mean ( 80 / 96 )[/C][C]-0.328623642408448[/C][C]0.0255287394056604[/C][C]-12.8726936801111[/C][/ROW]
[ROW][C]Trimmed Mean ( 81 / 96 )[/C][C]-0.329219888648358[/C][C]0.0252466846077139[/C][C]-13.0401236346007[/C][/ROW]
[ROW][C]Trimmed Mean ( 82 / 96 )[/C][C]-0.32978164576457[/C][C]0.0249870699739291[/C][C]-13.1980918974757[/C][/ROW]
[ROW][C]Trimmed Mean ( 83 / 96 )[/C][C]-0.330343307156884[/C][C]0.024725402158568[/C][C]-13.3604826743904[/C][/ROW]
[ROW][C]Trimmed Mean ( 84 / 96 )[/C][C]-0.330898889986572[/C][C]0.0244443067428727[/C][C]-13.5368490285802[/C][/ROW]
[ROW][C]Trimmed Mean ( 85 / 96 )[/C][C]-0.331185500053296[/C][C]0.0241864481654609[/C][C]-13.6930192390233[/C][/ROW]
[ROW][C]Trimmed Mean ( 86 / 96 )[/C][C]-0.331604923796045[/C][C]0.023985288498543[/C][C]-13.8253464750357[/C][/ROW]
[ROW][C]Trimmed Mean ( 87 / 96 )[/C][C]-0.331969372801322[/C][C]0.023776996514617[/C][C]-13.9617875031963[/C][/ROW]
[ROW][C]Trimmed Mean ( 88 / 96 )[/C][C]-0.332394137687842[/C][C]0.0235532088302861[/C][C]-14.1124778404049[/C][/ROW]
[ROW][C]Trimmed Mean ( 89 / 96 )[/C][C]-0.3328588257549[/C][C]0.0233363676054786[/C][C]-14.2635234147047[/C][/ROW]
[ROW][C]Trimmed Mean ( 90 / 96 )[/C][C]-0.333438337315929[/C][C]0.0231339651088805[/C][C]-14.413367347387[/C][/ROW]
[ROW][C]Trimmed Mean ( 91 / 96 )[/C][C]-0.333963215737316[/C][C]0.0229234321238745[/C][C]-14.5686393700836[/C][/ROW]
[ROW][C]Trimmed Mean ( 92 / 96 )[/C][C]-0.334506080399518[/C][C]0.0226879086309603[/C][C]-14.7438041046694[/C][/ROW]
[ROW][C]Trimmed Mean ( 93 / 96 )[/C][C]-0.334999324862576[/C][C]0.0224534069418856[/C][C]-14.919754749452[/C][/ROW]
[ROW][C]Trimmed Mean ( 94 / 96 )[/C][C]-0.335644321702263[/C][C]0.0222106557742316[/C][C]-15.1118600510513[/C][/ROW]
[ROW][C]Trimmed Mean ( 95 / 96 )[/C][C]-0.336257059652259[/C][C]0.0219549603903868[/C][C]-15.3157670828453[/C][/ROW]
[ROW][C]Trimmed Mean ( 96 / 96 )[/C][C]-0.336871275626397[/C][C]0.0217223278561205[/C][C]-15.5080651511058[/C][/ROW]
[ROW][C]Median[/C][C]-0.319775027225167[/C][C][/C][C][/C][/ROW]
[ROW][C]Midrange[/C][C]9.79367798548722[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at Xnp[/C][C]-0.327643418271544[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at X(n+1)p[/C][C]-0.32309553813802[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function[/C][C]-0.32309553813802[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Averaging[/C][C]-0.32309553813802[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Interpolation[/C][C]-0.32309553813802[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Closest Observation[/C][C]-0.326986526464397[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - True Basic - Statistics Graphics Toolkit[/C][C]-0.32309553813802[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - MS Excel (old versions)[/C][C]-0.32309553813802[/C][C][/C][C][/C][/ROW]
[ROW][C]Number of observations[/C][C]289[/C][C][/C][C][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153491&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153491&T=1

As an alternative you can also use a QR Code:

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

Central Tendency - Ungrouped Data
Measure	Value	S.E.	Value/S.E.
Arithmetic Mean	-1.32392715110773e-18	0.109808240704318	-1.20567194467006e-17
Geometric Mean	NaN
Harmonic Mean	1.105705567582
Quadratic Mean	1.86350763917251
Winsorized Mean ( 1 / 96 )	-0.0371054889883065	0.0858768090894343	-0.43207810562295
Winsorized Mean ( 2 / 96 )	-0.079989522140494	0.0683108557733449	-1.17096354942323
Winsorized Mean ( 3 / 96 )	-0.0813023420971389	0.0670633105114426	-1.21232222920559
Winsorized Mean ( 4 / 96 )	-0.0829117292118449	0.0656807262255044	-1.26234489136403
Winsorized Mean ( 5 / 96 )	-0.0876667268545971	0.0642876757325306	-1.36366303269907
Winsorized Mean ( 6 / 96 )	-0.0869542732109036	0.0641654417557285	-1.35515739986533
Winsorized Mean ( 7 / 96 )	-0.0943757664439462	0.0626236641025291	-1.50703041408487
Winsorized Mean ( 8 / 96 )	-0.100881516955798	0.0611559775448208	-1.64957737584789
Winsorized Mean ( 9 / 96 )	-0.102504316298273	0.06070438421012	-1.68858176607917
Winsorized Mean ( 10 / 96 )	-0.104687996086623	0.0602238044319867	-1.73831588811118
Winsorized Mean ( 11 / 96 )	-0.108523561129485	0.0594330627874341	-1.82597961538052
Winsorized Mean ( 12 / 96 )	-0.110952079539776	0.0589642369938424	-1.88168430893734
Winsorized Mean ( 13 / 96 )	-0.12130649178876	0.0568199712412735	-2.13492701841855
Winsorized Mean ( 14 / 96 )	-0.122318190680403	0.0565472575375113	-2.16311446402616
Winsorized Mean ( 15 / 96 )	-0.129633935043562	0.0553685894457409	-2.34129018530621
Winsorized Mean ( 16 / 96 )	-0.128654759127973	0.0551092444770139	-2.3345404269085
Winsorized Mean ( 17 / 96 )	-0.130080720948079	0.054746209289009	-2.37606809014618
Winsorized Mean ( 18 / 96 )	-0.13635223162356	0.0535081778219661	-2.54825032684227
Winsorized Mean ( 19 / 96 )	-0.147489260355456	0.0518323333182855	-2.84550686633712
Winsorized Mean ( 20 / 96 )	-0.160642240217749	0.0499688287956959	-3.21484901866634
Winsorized Mean ( 21 / 96 )	-0.161519636520883	0.0497960283339305	-3.24362488184273
Winsorized Mean ( 22 / 96 )	-0.172467251658655	0.0481704159962543	-3.58035628490453
Winsorized Mean ( 23 / 96 )	-0.174014695076942	0.0478542257510651	-3.63634960854149
Winsorized Mean ( 24 / 96 )	-0.17618418547817	0.0475362434681556	-3.70631275473408
Winsorized Mean ( 25 / 96 )	-0.179801363350259	0.0470891482377291	-3.81831844658844
Winsorized Mean ( 26 / 96 )	-0.18652340125424	0.0462345941552448	-4.03428222226714
Winsorized Mean ( 27 / 96 )	-0.194390750566386	0.0453123704030502	-4.29001504086622
Winsorized Mean ( 28 / 96 )	-0.199775059385826	0.0447105765414018	-4.46818347781393
Winsorized Mean ( 29 / 96 )	-0.197944562743648	0.0444467106666304	-4.45352557646658
Winsorized Mean ( 30 / 96 )	-0.198722839794459	0.044230260164659	-4.49291591445901
Winsorized Mean ( 31 / 96 )	-0.199032438114099	0.0441101110800902	-4.51217267969963
Winsorized Mean ( 32 / 96 )	-0.200599163483825	0.0438237196724281	-4.57741070322776
Winsorized Mean ( 33 / 96 )	-0.202892160259053	0.0435139803567344	-4.66268906212926
Winsorized Mean ( 34 / 96 )	-0.212421703256785	0.0425242712497953	-4.99530496381658
Winsorized Mean ( 35 / 96 )	-0.216380499051654	0.0419835094755403	-5.15394024355485
Winsorized Mean ( 36 / 96 )	-0.21788143470457	0.0417836121677993	-5.21451888433143
Winsorized Mean ( 37 / 96 )	-0.222560441545404	0.0412405589416331	-5.3966397948289
Winsorized Mean ( 38 / 96 )	-0.222088479761619	0.0411537263599894	-5.39655820760714
Winsorized Mean ( 39 / 96 )	-0.222294610263671	0.04092231639363	-5.43211210542015
Winsorized Mean ( 40 / 96 )	-0.224681698758544	0.040444311825377	-5.55533494372789
Winsorized Mean ( 41 / 96 )	-0.231022761606625	0.0397718196241948	-5.80870485156491
Winsorized Mean ( 42 / 96 )	-0.236410644522083	0.0391494932404554	-6.03866423174506
Winsorized Mean ( 43 / 96 )	-0.236438887959904	0.0391144563845462	-6.04479544942158
Winsorized Mean ( 44 / 96 )	-0.236200119795775	0.0390500339054783	-6.04865338574362
Winsorized Mean ( 45 / 96 )	-0.235611175776661	0.0388453329888357	-6.06536635544807
Winsorized Mean ( 46 / 96 )	-0.238958241456722	0.0384853240331512	-6.20907443187653
Winsorized Mean ( 47 / 96 )	-0.240053259141334	0.0383352009236523	-6.26195385331147
Winsorized Mean ( 48 / 96 )	-0.240436765546397	0.0382753253272789	-6.28176935115525
Winsorized Mean ( 49 / 96 )	-0.243193068115337	0.0378612923668959	-6.42326378504643
Winsorized Mean ( 50 / 96 )	-0.246363099893936	0.0371843768283061	-6.62544651565587
Winsorized Mean ( 51 / 96 )	-0.244634502341013	0.0367069169099322	-6.66453417870189
Winsorized Mean ( 52 / 96 )	-0.246093557166611	0.0365540586679277	-6.73231827420938
Winsorized Mean ( 53 / 96 )	-0.257910863653132	0.0355107099388355	-7.26290361689089
Winsorized Mean ( 54 / 96 )	-0.259343397034408	0.0352897635133839	-7.34896953718746
Winsorized Mean ( 55 / 96 )	-0.260266562521903	0.0351125696010235	-7.41234735820407
Winsorized Mean ( 56 / 96 )	-0.26135980930856	0.0349720358854334	-7.47339417598568
Winsorized Mean ( 57 / 96 )	-0.26634260099709	0.0343046864256199	-7.76402960495149
Winsorized Mean ( 58 / 96 )	-0.267975750183787	0.0341302440421092	-7.85156267424178
Winsorized Mean ( 59 / 96 )	-0.269754196074852	0.0339502893274295	-7.94556398248157
Winsorized Mean ( 60 / 96 )	-0.273966600456821	0.0335722444746846	-8.16050891871133
Winsorized Mean ( 61 / 96 )	-0.274533281264929	0.0334457852949785	-8.20830723045235
Winsorized Mean ( 62 / 96 )	-0.276580271898105	0.0332093486689789	-8.32838592093378
Winsorized Mean ( 63 / 96 )	-0.277045626148949	0.0331380642528019	-8.36034428672228
Winsorized Mean ( 64 / 96 )	-0.288364381722362	0.0321692944899476	-8.96396350291337
Winsorized Mean ( 65 / 96 )	-0.292059901921684	0.0317905215955412	-9.18701195398591
Winsorized Mean ( 66 / 96 )	-0.300100513460425	0.0310996266342353	-9.64965004210266
Winsorized Mean ( 67 / 96 )	-0.300534450574353	0.0307332398923487	-9.77880794953782
Winsorized Mean ( 68 / 96 )	-0.303609121665462	0.0304785981605464	-9.96138733370204
Winsorized Mean ( 69 / 96 )	-0.298558997791332	0.0299203547480319	-9.97845781928673
Winsorized Mean ( 70 / 96 )	-0.296402004548803	0.0295577744885124	-10.0278863912437
Winsorized Mean ( 71 / 96 )	-0.298132994229782	0.0292589847329423	-10.1894511019762
Winsorized Mean ( 72 / 96 )	-0.296637964483576	0.0286665198223789	-10.3478889771615
Winsorized Mean ( 73 / 96 )	-0.297394570069265	0.028503105298888	-10.4337603552574
Winsorized Mean ( 74 / 96 )	-0.303503259939	0.0280346596372206	-10.8260012379837
Winsorized Mean ( 75 / 96 )	-0.302267091289428	0.0277460286207936	-10.8940668742373
Winsorized Mean ( 76 / 96 )	-0.3004860246735	0.0273580417180085	-10.9834624777147
Winsorized Mean ( 77 / 96 )	-0.299301056879784	0.0270272768887952	-11.0740367263513
Winsorized Mean ( 78 / 96 )	-0.299845370815547	0.0268894702480528	-11.1510330270363
Winsorized Mean ( 79 / 96 )	-0.308747113993634	0.0260830898973584	-11.8370605326519
Winsorized Mean ( 80 / 96 )	-0.307662182901578	0.0258353178607408	-11.908589031494
Winsorized Mean ( 81 / 96 )	-0.309538951618442	0.0250853308385593	-12.3394406719421
Winsorized Mean ( 82 / 96 )	-0.310179857519328	0.0247199338688464	-12.5477624319309
Winsorized Mean ( 83 / 96 )	-0.311036323217251	0.024602875376864	-12.6422752809512
Winsorized Mean ( 84 / 96 )	-0.320985553561039	0.0238715247568973	-13.4463783453252
Winsorized Mean ( 85 / 96 )	-0.316752388905778	0.022650384690453	-13.9844154187494
Winsorized Mean ( 86 / 96 )	-0.319132949186393	0.0224196374046921	-14.2345276788287
Winsorized Mean ( 87 / 96 )	-0.317520017786152	0.0222869603654789	-14.2468965071599
Winsorized Mean ( 88 / 96 )	-0.316688002604712	0.0218248507184736	-14.5104315575755
Winsorized Mean ( 89 / 96 )	-0.313406086469308	0.0212601238183096	-14.7414986454311
Winsorized Mean ( 90 / 96 )	-0.315948443897391	0.0210324000943858	-15.0219871474263
Winsorized Mean ( 91 / 96 )	-0.316014870244774	0.0210038657937733	-15.0455574867774
Winsorized Mean ( 92 / 96 )	-0.318333123541621	0.020617446255964	-15.4399880368082
Winsorized Mean ( 93 / 96 )	-0.314035811661263	0.0203256405533143	-15.4502295185997
Winsorized Mean ( 94 / 96 )	-0.315913735672285	0.0200984359377861	-15.7183243835582
Winsorized Mean ( 95 / 96 )	-0.316672283867887	0.0194261493803804	-16.3013409228549
Winsorized Mean ( 96 / 96 )	-0.315483298227524	0.0192788166309236	-16.3642460150528
Trimmed Mean ( 1 / 96 )	-0.068248627076566	0.0759953713404803	-0.898062946107511
Trimmed Mean ( 2 / 96 )	-0.0998288618397485	0.0642100204925952	-1.5547240302043
Trimmed Mean ( 3 / 96 )	-0.109958842710923	0.0619503209080617	-1.77495194696584
Trimmed Mean ( 4 / 96 )	-0.119782957393465	0.0600259004167922	-1.99552120937374
Trimmed Mean ( 5 / 96 )	-0.129331151788168	0.0583941929645759	-2.21479474622802
Trimmed Mean ( 6 / 96 )	-0.138025028182249	0.0570069853766086	-2.42119500391761
Trimmed Mean ( 7 / 96 )	-0.146970148295412	0.055560228410468	-2.64524017449362
Trimmed Mean ( 8 / 96 )	-0.154923982076193	0.054315447214085	-2.8523005889201
Trimmed Mean ( 9 / 96 )	-0.162127982269825	0.0532425465169808	-3.0450831689299
Trimmed Mean ( 10 / 96 )	-0.16924538807973	0.0521761674765966	-3.24372977673464
Trimmed Mean ( 11 / 96 )	-0.176233060846025	0.05111536023962	-3.44775151774094
Trimmed Mean ( 12 / 96 )	-0.182945940920838	0.050096359718549	-3.65188093403719
Trimmed Mean ( 13 / 96 )	-0.189538534691157	0.0490756874482456	-3.86216769537953
Trimmed Mean ( 14 / 96 )	-0.19535022357969	0.0482432064963925	-4.04927942744224
Trimmed Mean ( 15 / 96 )	-0.201171033703213	0.047393226307449	-4.24472122657735
Trimmed Mean ( 16 / 96 )	-0.206533996482108	0.0466176067670086	-4.43038608812223
Trimmed Mean ( 17 / 96 )	-0.212050442461359	0.0458228130503863	-4.62761730119428
Trimmed Mean ( 18 / 96 )	-0.217558289361461	0.045017017281355	-4.83280107168647
Trimmed Mean ( 19 / 96 )	-0.222752745024642	0.0442790499241647	-5.03065773556894
Trimmed Mean ( 20 / 96 )	-0.22735032419805	0.0436476234410914	-5.20876754045708
Trimmed Mean ( 21 / 96 )	-0.231252882147505	0.0431373480650227	-5.36085069019376
Trimmed Mean ( 22 / 96 )	-0.235169871066085	0.0426131636477401	-5.5187141938136
Trimmed Mean ( 23 / 96 )	-0.238559518841758	0.0421859895091653	-5.65494662131675
Trimmed Mean ( 24 / 96 )	-0.241924745987353	0.041759073859748	-5.79334558040921
Trimmed Mean ( 25 / 96 )	-0.241924745987353	0.0413320889801439	-5.85319426036208
Trimmed Mean ( 26 / 96 )	-0.248428700654279	0.0409137707213099	-6.07200696182435
Trimmed Mean ( 27 / 96 )	-0.2513567909205	0.0405320059336927	-6.20143970500007
Trimmed Mean ( 28 / 96 )	-0.253973733483263	0.0401916089140088	-6.31907356649114
Trimmed Mean ( 29 / 96 )	-0.256395412025959	0.0398720005782715	-6.43046268828765
Trimmed Mean ( 30 / 96 )	-0.258939049346029	0.0395504556438023	-6.54705603591714
Trimmed Mean ( 31 / 96 )	-0.261494480265325	0.0392242840557898	-6.66664762812226
Trimmed Mean ( 32 / 96 )	-0.264082513266286	0.0388869570526287	-6.79103054808025
Trimmed Mean ( 33 / 96 )	-0.266653517762801	0.0385479636057438	-6.91744758530043
Trimmed Mean ( 34 / 96 )	-0.269180191603276	0.038208472671617	-7.04503930101439
Trimmed Mean ( 35 / 96 )	-0.271383146630423	0.0379096923986831	-7.15867445655797
Trimmed Mean ( 36 / 96 )	-0.273476071600833	0.0376253050799803	-7.26840808385484
Trimmed Mean ( 37 / 96 )	-0.275551892022412	0.0373357409565394	-7.38037829068848
Trimmed Mean ( 38 / 96 )	-0.277495113591737	0.0370604479060223	-7.4876351817282
Trimmed Mean ( 39 / 96 )	-0.279492184828568	0.0367732200108733	-7.60042728773619
Trimmed Mean ( 40 / 96 )	-0.281520169008331	0.0364813568172939	-7.71682288074541
Trimmed Mean ( 41 / 96 )	-0.283504023827436	0.0361984592418765	-7.83193621399947
Trimmed Mean ( 42 / 96 )	-0.285308555032887	0.035936145841723	-7.93931982270716
Trimmed Mean ( 43 / 96 )	-0.286966014115414	0.0356919414512483	-8.04007858489237
Trimmed Mean ( 44 / 96 )	-0.288655513069358	0.0354340035522353	-8.14628560512036
Trimmed Mean ( 45 / 96 )	-0.290386852568681	0.0351628852885692	-8.25833404129326
Trimmed Mean ( 46 / 96 )	-0.29217254581097	0.0348850442143715	-8.37529527024662
Trimmed Mean ( 47 / 96 )	-0.293887031202093	0.0346092282612828	-8.49158001973895
Trimmed Mean ( 48 / 96 )	-0.295602162954442	0.0343235713707294	-8.61222044063071
Trimmed Mean ( 49 / 96 )	-0.297341124543767	0.0340222809808337	-8.73959993191733
Trimmed Mean ( 50 / 96 )	-0.297341124543767	0.0337239676455039	-8.81690813101607
Trimmed Mean ( 51 / 96 )	-0.300658789087617	0.0334427429812797	-8.99025505341822
Trimmed Mean ( 52 / 96 )	-0.302374848321297	0.0331672481459321	-9.11666976382489
Trimmed Mean ( 53 / 96 )	-0.30408410569243	0.0328811727946517	-9.2479701862061
Trimmed Mean ( 54 / 96 )	-0.305475126952657	0.0326338382490703	-9.36068643293466
Trimmed Mean ( 55 / 96 )	-0.30685440172468	0.0323808428633978	-9.47641798637482
Trimmed Mean ( 56 / 96 )	-0.308237440813494	0.032119247369634	-9.59665826743206
Trimmed Mean ( 57 / 96 )	-0.30961985259971	0.0318464402636716	-9.72227508117776
Trimmed Mean ( 58 / 96 )	-0.310888195132228	0.0315908188398167	-9.84109328436871
Trimmed Mean ( 59 / 96 )	-0.312138618260893	0.0313259379680479	-9.96422257425369
Trimmed Mean ( 60 / 96 )	-0.313367090631946	0.0310513861746099	-10.0918873273419
Trimmed Mean ( 61 / 96 )	-0.313367090631946	0.0307777969976057	-10.1815958645878
Trimmed Mean ( 62 / 96 )	-0.315651171170747	0.0304903839143299	-10.3524826731485
Trimmed Mean ( 63 / 96 )	-0.316768476720895	0.0301945215518319	-10.4909255202845
Trimmed Mean ( 64 / 96 )	-0.317900282282887	0.0298797374767996	-10.6393264843683
Trimmed Mean ( 65 / 96 )	-0.318739106502816	0.0295980255236926	-10.7689314021191
Trimmed Mean ( 66 / 96 )	-0.319494646936324	0.029316044889249	-10.8982861823046
Trimmed Mean ( 67 / 96 )	-0.320042535946542	0.0290519768580841	-11.0162051109264
Trimmed Mean ( 68 / 96 )	-0.320592515136139	0.028787219917499	-11.1366264632334
Trimmed Mean ( 69 / 96 )	-0.321070524555016	0.0285154918941537	-11.2595120486364
Trimmed Mean ( 70 / 96 )	-0.321703325959034	0.0282527721181194	-11.3866110063131
Trimmed Mean ( 71 / 96 )	-0.32241392672556	0.027988395577418	-11.5195573048744
Trimmed Mean ( 72 / 96 )	-0.32309553813802	0.0277190100520249	-11.6560994614026
Trimmed Mean ( 73 / 96 )	-0.323838179822765	0.0274610818522799	-11.7926227948619
Trimmed Mean ( 74 / 96 )	-0.324580645888904	0.027189900994765	-11.937544235685
Trimmed Mean ( 75 / 96 )	-0.325172845435814	0.0269239672586046	-12.0774491482823
Trimmed Mean ( 76 / 96 )	-0.325817104603533	0.0266511562450766	-12.2252521281782
Trimmed Mean ( 77 / 96 )	-0.325817104603533	0.0263769003334531	-12.3523651560494
Trimmed Mean ( 78 / 96 )	-0.327299036975458	0.0260974110256101	-12.5414370281508
Trimmed Mean ( 79 / 96 )	-0.328075520584796	0.0257999779372916	-12.7161163231303
Trimmed Mean ( 80 / 96 )	-0.328623642408448	0.0255287394056604	-12.8726936801111
Trimmed Mean ( 81 / 96 )	-0.329219888648358	0.0252466846077139	-13.0401236346007
Trimmed Mean ( 82 / 96 )	-0.32978164576457	0.0249870699739291	-13.1980918974757
Trimmed Mean ( 83 / 96 )	-0.330343307156884	0.024725402158568	-13.3604826743904
Trimmed Mean ( 84 / 96 )	-0.330898889986572	0.0244443067428727	-13.5368490285802
Trimmed Mean ( 85 / 96 )	-0.331185500053296	0.0241864481654609	-13.6930192390233
Trimmed Mean ( 86 / 96 )	-0.331604923796045	0.023985288498543	-13.8253464750357
Trimmed Mean ( 87 / 96 )	-0.331969372801322	0.023776996514617	-13.9617875031963
Trimmed Mean ( 88 / 96 )	-0.332394137687842	0.0235532088302861	-14.1124778404049
Trimmed Mean ( 89 / 96 )	-0.3328588257549	0.0233363676054786	-14.2635234147047
Trimmed Mean ( 90 / 96 )	-0.333438337315929	0.0231339651088805	-14.413367347387
Trimmed Mean ( 91 / 96 )	-0.333963215737316	0.0229234321238745	-14.5686393700836
Trimmed Mean ( 92 / 96 )	-0.334506080399518	0.0226879086309603	-14.7438041046694
Trimmed Mean ( 93 / 96 )	-0.334999324862576	0.0224534069418856	-14.919754749452
Trimmed Mean ( 94 / 96 )	-0.335644321702263	0.0222106557742316	-15.1118600510513
Trimmed Mean ( 95 / 96 )	-0.336257059652259	0.0219549603903868	-15.3157670828453
Trimmed Mean ( 96 / 96 )	-0.336871275626397	0.0217223278561205	-15.5080651511058
Median	-0.319775027225167
Midrange	9.79367798548722
Midmean - Weighted Average at Xnp	-0.327643418271544
Midmean - Weighted Average at X(n+1)p	-0.32309553813802
Midmean - Empirical Distribution Function	-0.32309553813802
Midmean - Empirical Distribution Function - Averaging	-0.32309553813802
Midmean - Empirical Distribution Function - Interpolation	-0.32309553813802
Midmean - Closest Observation	-0.326986526464397
Midmean - True Basic - Statistics Graphics Toolkit	-0.32309553813802
Midmean - MS Excel (old versions)	-0.32309553813802
Number of observations	289

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Parameters (Session):

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')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code