Free Statistics

of Irreproducible Research!

Author's title

Author*Unverified author*
R Software Modulerwasp_centraltendency.wasp
Title produced by softwareCentral Tendency
Date of computationSun, 09 Dec 2012 13:33:42 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Dec/09/t13550780329b654spor066m8x.htm/, Retrieved Fri, 29 Mar 2024 13:06:57 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=198028, Retrieved Fri, 29 Mar 2024 13:06:57 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact79
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Multiple Regression] [] [2010-12-05 18:56:24] [b98453cac15ba1066b407e146608df68]
- RMPD  [Central Tendency] [Central Tendency] [2011-12-08 20:19:49] [bc54fcbdb4f9c071218969745a8ec94b]
- R  D      [Central Tendency] [] [2012-12-09 18:33:42] [d41d8cd98f00b204e9800998ecf8427e] [Current]
Feedback Forum

Post a new message
Dataseries X:
-14.81039
-3.28274
-4.85329
-25.62907
-2.05413
-0.96706
9.96965
-6.81537
-3.85900
7.68954
-39.33000
-15.16607
-0.13154
1.55439
-1.21081
2.59094
4.25931
-0.34667
-21.90876
-4.51886
18.64956
-8.09796
27.19089
-4.93466
5.54314
14.67181
4.35485
-35.36298
21.09116
8.54014
-21.07678
0.70893
3.25688
-13.23521
-8.35929
-4.65221
-5.06926
-30.82941
7.17970
1.29943
-3.55868
-1.94040
-5.68342
10.24959
10.51949
-5.62233
17.90070
22.44965
9.43289
32.61133
-6.81711
-0.65314
4.75309
-13.44323
-4.80908
-0.04435
7.05527
2.01473
2.62446
-0.63780
-10.64846
-11.45022
6.12018
-8.18714
-4.23073
39.26613
4.87331
-15.42067
34.03244
3.53316
26.54658
2.94135
-3.46076
-0.05704
7.35246
-7.07442
-6.55026
-22.66062
7.13510
0.38424
-4.83275
-2.25130
-31.85808
10.77965
-31.82712
6.39089
0.01278
-2.19794
14.51179
3.65711
10.82303
9.07264
-11.37350
10.46728
-14.97325
30.67256
-18.92760
15.30698
-34.03504
-7.24521
10.61113
0.77871
-0.10387
-16.26651
-11.33622
2.84565
3.50492
6.10891
34.72095
4.36559
39.31253
2.45698
36.57613
-4.15898
-1.42988
-13.17862
0.68764
0.64259
9.81365
0.58821
9.06359
-21.45345
8.82159
-14.05202
-17.35022
-9.66790
3.34815
1.07363
-1.42596
-21.61176
4.76899
-7.45835
17.52726
-12.23760
-0.31758
-15.25193
-19.92141
-6.64785
-12.81371
0.64526
6.08556
5.70685
2.45812
-4.70240
-10.01302
15.30227
6.66024
-27.41800
-6.75046
-5.71698
28.08686
5.69599
2.03406
13.22204
8.88650
18.84657
25.04196
10.71160
1.13755
7.45398
-1.49701
12.55633
-14.74332
-1.99871
-10.90802
4.10447
-1.50770
-47.28901
13.63685
10.28751
-2.36258
-23.95407
60.80184
4.20974
-1.68746
29.84660
32.39293
7.24087
-5.94028
6.67141
16.13431
6.33344
-18.60496
-19.82071
16.01946
28.64296
60.62326
-17.61620
-21.91786
3.66145
-9.01293
1.02439
-14.67385
-5.32970
-2.78519
3.96277
-6.08144
-40.03321
31.72985
-15.47080
-1.91390
-35.43998
-8.19525
-30.12629
69.17736
-16.80747
-8.38222
-0.33511
-12.91487
-3.86879
-2.06974
-5.61551
11.97373
-8.03816
-6.42337
-8.63532
-4.51673
4.60513
1.38954
5.13314
-5.77963
11.59462
-3.09008
9.48020
-5.30047
6.13748
-21.69430
0.09540
-3.44514
10.83315
2.85724
15.20208
-8.97473
1.11793
-0.96618
-6.49897
-4.79496
-1.66741
-10.54649
-3.67153
-13.90539




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'Sir Maurice George Kendall' @ kendall.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 3 seconds \tabularnewline
R Server & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198028&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]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198028&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198028&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'Sir Maurice George Kendall' @ kendall.wessa.net







Central Tendency - Ungrouped Data
MeasureValueS.E.Value/S.E.
Arithmetic Mean-8.29875518902142e-081.03605396639146-8.00996420864607e-08
Geometric MeanNaN
Harmonic Mean8.696741385937
Quadratic Mean16.0504790304251
Winsorized Mean ( 1 / 80 )-0.004646224066390041.02158302045692-0.00454806312688318
Winsorized Mean ( 2 / 80 )-0.0002924481327800971.02027074328264-0.000286637772087013
Winsorized Mean ( 3 / 80 )-0.21714775933610.95666510877329-0.226984090194889
Winsorized Mean ( 4 / 80 )-0.2166398755186720.956336694275126-0.226530966358954
Winsorized Mean ( 5 / 80 )-0.2448983817427390.942827038763409-0.259749001326841
Winsorized Mean ( 6 / 80 )-0.2368872614107880.927543909039943-0.255391964846148
Winsorized Mean ( 7 / 80 )-0.255986224066390.924300233403501-0.276951378800139
Winsorized Mean ( 8 / 80 )-0.2700409958506220.912444217038794-0.295953430147216
Winsorized Mean ( 9 / 80 )-0.2519394190871370.907587899028829-0.277592307430197
Winsorized Mean ( 10 / 80 )-0.1670759336099590.888576648237265-0.188026473508391
Winsorized Mean ( 11 / 80 )-0.1336815767634850.871214751592667-0.153442737877317
Winsorized Mean ( 12 / 80 )-0.0914057261410790.855250555894245-0.106875962267579
Winsorized Mean ( 13 / 80 )-0.08656120331950220.837903668248806-0.103306867602588
Winsorized Mean ( 14 / 80 )-0.07571788381742750.828516430618-0.0913897190438923
Winsorized Mean ( 15 / 80 )-0.1309172614107880.8206365388591-0.159531357929538
Winsorized Mean ( 16 / 80 )-0.1594550207468880.813169903587477-0.196090657122721
Winsorized Mean ( 17 / 80 )-0.2597677178423240.798251537423954-0.325420880090783
Winsorized Mean ( 18 / 80 )-0.4415602489626560.772165422605364-0.571846700248228
Winsorized Mean ( 19 / 80 )-0.5189651452282160.7558022251701-0.686641462469124
Winsorized Mean ( 20 / 80 )-0.6093568464730290.72348867498041-0.842247940494063
Winsorized Mean ( 21 / 80 )-0.6177490041493770.720595511741363-0.857275675581921
Winsorized Mean ( 22 / 80 )-0.6045809543568470.704096021388358-0.85866264826311
Winsorized Mean ( 23 / 80 )-0.6094290871369290.696886200385472-0.874503020435521
Winsorized Mean ( 24 / 80 )-0.6496803734439830.671656640603021-0.967280503414204
Winsorized Mean ( 25 / 80 )-0.6340029875518670.667525635488345-0.949780733271833
Winsorized Mean ( 26 / 80 )-0.6523141078838170.65354859454843-0.998111101951852
Winsorized Mean ( 27 / 80 )-0.5922363070539420.647316053148449-0.914910582200753
Winsorized Mean ( 28 / 80 )-0.5114290041493780.636934067919365-0.802954387131517
Winsorized Mean ( 29 / 80 )-0.5692051867219910.629845933984606-0.903721300733052
Winsorized Mean ( 30 / 80 )-0.5681197095435680.625783011402845-0.907854159015902
Winsorized Mean ( 31 / 80 )-0.6696196265560160.613580719769829-1.09133094469984
Winsorized Mean ( 32 / 80 )-0.6990954771784230.605750820984365-1.15409744891863
Winsorized Mean ( 33 / 80 )-0.7679504564315350.594940963086198-1.29080111150503
Winsorized Mean ( 34 / 80 )-0.8406808298755190.586430991804955-1.4335545727009
Winsorized Mean ( 35 / 80 )-0.8856492946058090.580460592596029-1.52576989015717
Winsorized Mean ( 36 / 80 )-0.9065083817427380.561276603557428-1.61508314438406
Winsorized Mean ( 37 / 80 )-0.885550414937760.558950226322596-1.58430996756886
Winsorized Mean ( 38 / 80 )-0.8195187136929460.551339169430008-1.48641482254959
Winsorized Mean ( 39 / 80 )-0.7968679668049790.54717395426503-1.45633387809064
Winsorized Mean ( 40 / 80 )-0.8041509543568470.544826119780562-1.47597724330972
Winsorized Mean ( 41 / 80 )-0.7748708298755190.539237501158851-1.43697504014517
Winsorized Mean ( 42 / 80 )-0.7663401244813280.536792593046717-1.42762797849305
Winsorized Mean ( 43 / 80 )-0.6956238589211620.524474822007763-1.32632460078487
Winsorized Mean ( 44 / 80 )-0.5587929875518670.510889597208732-1.09376466188558
Winsorized Mean ( 45 / 80 )-0.5967386307053940.50503415757104-1.18158073421292
Winsorized Mean ( 46 / 80 )-0.619398879668050.501813630175359-1.23432055731846
Winsorized Mean ( 47 / 80 )-0.6009206639004150.48881816626323-1.2293337387482
Winsorized Mean ( 48 / 80 )-0.5586468049792530.483488958590109-1.15544894056797
Winsorized Mean ( 49 / 80 )-0.6111601659751040.475422924335146-1.28550840670921
Winsorized Mean ( 50 / 80 )-0.5023593360995850.465734522499867-1.07863882068078
Winsorized Mean ( 51 / 80 )-0.466801120331950.456355481267366-1.02288925956488
Winsorized Mean ( 52 / 80 )-0.3394852697095440.443457632113205-0.765541610123604
Winsorized Mean ( 53 / 80 )-0.3929800829875520.437474815187812-0.898291900115078
Winsorized Mean ( 54 / 80 )-0.5075205809128630.415314077010445-1.22201632211975
Winsorized Mean ( 55 / 80 )-0.5035176763485480.406220305438142-1.23951872815777
Winsorized Mean ( 56 / 80 )-0.5217792531120330.40386869063619-1.29195271931108
Winsorized Mean ( 57 / 80 )-0.5093740663900410.398600338216538-1.27790675910899
Winsorized Mean ( 58 / 80 )-0.5221436929460580.397252527726831-1.31438733929242
Winsorized Mean ( 59 / 80 )-0.5112299170124480.394618659734921-1.29550365752055
Winsorized Mean ( 60 / 80 )-0.5162166390041490.391824503603119-1.31746900527443
Winsorized Mean ( 61 / 80 )-0.4666193360995850.37241997959435-1.25293851475917
Winsorized Mean ( 62 / 80 )-0.4146602489626560.367924576493482-1.12702514443202
Winsorized Mean ( 63 / 80 )-0.440424896265560.358864791957377-1.22727251637957
Winsorized Mean ( 64 / 80 )-0.3873500414937760.352424491848029-1.09910080160038
Winsorized Mean ( 65 / 80 )-0.4397330290456430.34820902531693-1.26284213525313
Winsorized Mean ( 66 / 80 )-0.4266946058091290.346482084741249-1.23150553693932
Winsorized Mean ( 67 / 80 )-0.401301327800830.344071603211439-1.16633085687755
Winsorized Mean ( 68 / 80 )-0.3803539419087130.341473986769351-1.11385920054175
Winsorized Mean ( 69 / 80 )-0.4740965975103730.33188058864754-1.42851559786122
Winsorized Mean ( 70 / 80 )-0.455292448132780.329977818002908-1.37976683065638
Winsorized Mean ( 71 / 80 )-0.3995883817427390.318945767470152-1.25284114886439
Winsorized Mean ( 72 / 80 )-0.4799057261410790.306383345607009-1.56635709160459
Winsorized Mean ( 73 / 80 )-0.5099478008298760.296798117858088-1.71816386340329
Winsorized Mean ( 74 / 80 )-0.5227427385892120.292960150186192-1.78434759217928
Winsorized Mean ( 75 / 80 )-0.5172468879668050.291816790600855-1.77250557413707
Winsorized Mean ( 76 / 80 )-0.5446415767634850.28689533921563-1.89839813449926
Winsorized Mean ( 77 / 80 )-0.6189960995850620.281043996363376-2.20248824950785
Winsorized Mean ( 78 / 80 )-0.5299692946058090.273983638579357-1.93431000972822
Winsorized Mean ( 79 / 80 )-0.5517057676348550.270962352314262-2.03609749813135
Winsorized Mean ( 80 / 80 )-0.4914103319502070.264170108192788-1.86020415145374
Trimmed Mean ( 1 / 80 )-0.09158313807531380.983873217313124-0.093084288162066
Trimmed Mean ( 2 / 80 )-0.1799873417721520.943184613229977-0.19082938721379
Trimmed Mean ( 3 / 80 )-0.2721287659574470.899831245120869-0.30242200127302
Trimmed Mean ( 4 / 80 )-0.2910850214592270.878531701920984-0.331331266501534
Trimmed Mean ( 5 / 80 )-0.3105019913419910.855958544134041-0.362753539257115
Trimmed Mean ( 6 / 80 )-0.3243102620087340.835286318635673-0.388262389522255
Trimmed Mean ( 7 / 80 )-0.3397793832599120.816550827539624-0.416115411068423
Trimmed Mean ( 8 / 80 )-0.3526010666666670.797229067340867-0.442283254727222
Trimmed Mean ( 9 / 80 )-0.3637540807174890.77867819306511-0.467143017432714
Trimmed Mean ( 10 / 80 )-0.3773022624434390.759671023788936-0.496665333582958
Trimmed Mean ( 11 / 80 )-0.4004367579908680.742160787267789-0.53955526196021
Trimmed Mean ( 12 / 80 )-0.427369308755760.725840422153886-0.588792378753954
Trimmed Mean ( 13 / 80 )-0.4587519534883720.710464769518265-0.645706829065474
Trimmed Mean ( 14 / 80 )-0.491145586854460.696153844452943-0.70551299941526
Trimmed Mean ( 15 / 80 )-0.5250379620853080.68197132381056-0.769882755702429
Trimmed Mean ( 16 / 80 )-0.5553355980861240.66772503162841-0.831683060812927
Trimmed Mean ( 17 / 80 )-0.5841421256038650.653319711631788-0.894113732072863
Trimmed Mean ( 18 / 80 )-0.6065737560975610.639482485326677-0.948538497950722
Trimmed Mean ( 19 / 80 )-0.617457241379310.627290226140115-0.984324664483759
Trimmed Mean ( 20 / 80 )-0.623672636815920.615830131471243-1.01273485161556
Trimmed Mean ( 21 / 80 )-0.6245394974874370.606510584435872-1.02972563631076
Trimmed Mean ( 22 / 80 )-0.6249350761421320.596838990110431-1.04707481665449
Trimmed Mean ( 23 / 80 )-0.6260785128205130.587922667248442-1.06489942929169
Trimmed Mean ( 24 / 80 )-0.6269824352331610.579013535538219-1.08284590385327
Trimmed Mean ( 25 / 80 )-0.6257891099476440.571522614647714-1.09495074019666
Trimmed Mean ( 26 / 80 )-0.6253701587301590.563858730224645-1.10909014121499
Trimmed Mean ( 27 / 80 )-0.6240345989304810.556745587346396-1.12086132896859
Trimmed Mean ( 28 / 80 )-0.6255688108108110.549620383740836-1.13818342499063
Trimmed Mean ( 29 / 80 )-0.6309372131147540.54277184043651-1.16243542149744
Trimmed Mean ( 30 / 80 )-0.6337715469613260.53597063754588-1.18247437931164
Trimmed Mean ( 31 / 80 )-0.6337715469613260.528991222560352-1.19807573345703
Trimmed Mean ( 32 / 80 )-0.6352728248587570.522391558353915-1.21608554866495
Trimmed Mean ( 33 / 80 )-0.6325261714285710.515874656875634-1.22612375505986
Trimmed Mean ( 34 / 80 )-0.626809364161850.509639353403047-1.22990769840754
Trimmed Mean ( 35 / 80 )-0.6179440350877190.503531748893459-1.22721960719595
Trimmed Mean ( 36 / 80 )-0.6070366863905330.497379552632133-1.22046972614394
Trimmed Mean ( 37 / 80 )-0.5950319161676650.492059658724941-1.20926783087553
Trimmed Mean ( 38 / 80 )-0.5835634545454550.486497893873912-1.19951897406713
Trimmed Mean ( 39 / 80 )-0.5743827607361960.481029141204687-1.19407061139314
Trimmed Mean ( 40 / 80 )-0.5658433540372670.475419770238089-1.19019735707224
Trimmed Mean ( 41 / 80 )-0.5568131446540880.469530036998253-1.18589461967938
Trimmed Mean ( 42 / 80 )-0.5486491082802550.463555904226634-1.18356621774796
Trimmed Mean ( 43 / 80 )-0.5405901935483870.457271388433036-1.18220865600375
Trimmed Mean ( 44 / 80 )-0.5349110457516340.451323188959575-1.18520620884726
Trimmed Mean ( 45 / 80 )-0.534044768211920.445810819507422-1.19791791684641
Trimmed Mean ( 46 / 80 )-0.5317913422818790.440233718807956-1.20797503590102
Trimmed Mean ( 47 / 80 )-0.5286689795918370.434404671978278-1.21699653271287
Trimmed Mean ( 48 / 80 )-0.5261139310344830.428963895569854-1.226476019236
Trimmed Mean ( 49 / 80 )-0.5249716783216780.423416189500047-1.23984791167656
Trimmed Mean ( 50 / 80 )-0.521965248226950.417932577788325-1.24892213712834
Trimmed Mean ( 51 / 80 )-0.5226451079136690.412628823135825-1.26662287898785
Trimmed Mean ( 52 / 80 )-0.5245713138686130.407489983088759-1.28732321195329
Trimmed Mean ( 53 / 80 )-0.5309254074074070.402754441770844-1.31823600770985
Trimmed Mean ( 54 / 80 )-0.5356416541353380.397990975171879-1.34586381991203
Trimmed Mean ( 55 / 80 )-0.5365996946564880.394289536593141-1.36092806137586
Trimmed Mean ( 56 / 80 )-0.5377234108527130.390828160329646-1.37585636203688
Trimmed Mean ( 57 / 80 )-0.5382637007874010.387170905569501-1.39024831939697
Trimmed Mean ( 58 / 80 )-0.539240880.38349633340144-1.40611743329376
Trimmed Mean ( 59 / 80 )-0.5398184552845530.379529496326642-1.42233597259054
Trimmed Mean ( 60 / 80 )-0.5407835537190080.375330326959734-1.44082029848077
Trimmed Mean ( 61 / 80 )-0.5416127731092440.370885592948323-1.46032303062446
Trimmed Mean ( 62 / 80 )-0.5416127731092440.36737065468996-1.47429514631846
Trimmed Mean ( 63 / 80 )-0.5485218260869570.363775831835243-1.50785670207851
Trimmed Mean ( 64 / 80 )-0.5521812389380530.360430132137502-1.53200631607404
Trimmed Mean ( 65 / 80 )-0.5577730630630630.357151674511248-1.56172601969838
Trimmed Mean ( 66 / 80 )-0.5617882568807340.353792276169959-1.58790424415839
Trimmed Mean ( 67 / 80 )-0.5663985046728970.350144003672173-1.61761589155528
Trimmed Mean ( 68 / 80 )-0.5720542857142860.346223924357234-1.65226677150144
Trimmed Mean ( 69 / 80 )-0.5786504854368930.342013963644832-1.69189140487199
Trimmed Mean ( 70 / 80 )-0.5822661386138610.338073328266118-1.72230723316784
Trimmed Mean ( 71 / 80 )-0.5866818181818180.333770305048002-1.7577412049806
Trimmed Mean ( 72 / 80 )-0.5932288659793810.329834018056682-1.79856786596656
Trimmed Mean ( 73 / 80 )-0.5972216842105260.326451136062983-1.82943668511328
Trimmed Mean ( 74 / 80 )-0.6003197849462370.323406694011089-1.85623796929093
Trimmed Mean ( 75 / 80 )-0.6030961538461540.320233013410116-1.88330412103321
Trimmed Mean ( 76 / 80 )-0.6061957303370790.316667266766944-1.91429867862919
Trimmed Mean ( 77 / 80 )-0.6084393103448280.313011639520688-1.94382327531502
Trimmed Mean ( 78 / 80 )-0.6080505882352940.309342584308932-1.96562199670528
Trimmed Mean ( 79 / 80 )-0.6109572289156630.305768274433714-1.99810536278547
Trimmed Mean ( 80 / 80 )-0.6131887654320990.301899936711437-2.03109935070373
Median-0.34667
Midrange10.944175
Midmean - Weighted Average at Xnp-0.604083999999999
Midmean - Weighted Average at X(n+1)p-0.540783553719007
Midmean - Empirical Distribution Function-0.540783553719007
Midmean - Empirical Distribution Function - Averaging-0.540783553719007
Midmean - Empirical Distribution Function - Interpolation-0.540783553719007
Midmean - Closest Observation-0.602727622950818
Midmean - True Basic - Statistics Graphics Toolkit-0.540783553719007
Midmean - MS Excel (old versions)-0.540783553719007
Number of observations241

\begin{tabular}{lllllllll}
\hline
Central Tendency - Ungrouped Data \tabularnewline
Measure & Value & S.E. & Value/S.E. \tabularnewline
Arithmetic Mean & -8.29875518902142e-08 & 1.03605396639146 & -8.00996420864607e-08 \tabularnewline
Geometric Mean & NaN &  &  \tabularnewline
Harmonic Mean & 8.696741385937 &  &  \tabularnewline
Quadratic Mean & 16.0504790304251 &  &  \tabularnewline
Winsorized Mean ( 1 / 80 ) & -0.00464622406639004 & 1.02158302045692 & -0.00454806312688318 \tabularnewline
Winsorized Mean ( 2 / 80 ) & -0.000292448132780097 & 1.02027074328264 & -0.000286637772087013 \tabularnewline
Winsorized Mean ( 3 / 80 ) & -0.2171477593361 & 0.95666510877329 & -0.226984090194889 \tabularnewline
Winsorized Mean ( 4 / 80 ) & -0.216639875518672 & 0.956336694275126 & -0.226530966358954 \tabularnewline
Winsorized Mean ( 5 / 80 ) & -0.244898381742739 & 0.942827038763409 & -0.259749001326841 \tabularnewline
Winsorized Mean ( 6 / 80 ) & -0.236887261410788 & 0.927543909039943 & -0.255391964846148 \tabularnewline
Winsorized Mean ( 7 / 80 ) & -0.25598622406639 & 0.924300233403501 & -0.276951378800139 \tabularnewline
Winsorized Mean ( 8 / 80 ) & -0.270040995850622 & 0.912444217038794 & -0.295953430147216 \tabularnewline
Winsorized Mean ( 9 / 80 ) & -0.251939419087137 & 0.907587899028829 & -0.277592307430197 \tabularnewline
Winsorized Mean ( 10 / 80 ) & -0.167075933609959 & 0.888576648237265 & -0.188026473508391 \tabularnewline
Winsorized Mean ( 11 / 80 ) & -0.133681576763485 & 0.871214751592667 & -0.153442737877317 \tabularnewline
Winsorized Mean ( 12 / 80 ) & -0.091405726141079 & 0.855250555894245 & -0.106875962267579 \tabularnewline
Winsorized Mean ( 13 / 80 ) & -0.0865612033195022 & 0.837903668248806 & -0.103306867602588 \tabularnewline
Winsorized Mean ( 14 / 80 ) & -0.0757178838174275 & 0.828516430618 & -0.0913897190438923 \tabularnewline
Winsorized Mean ( 15 / 80 ) & -0.130917261410788 & 0.8206365388591 & -0.159531357929538 \tabularnewline
Winsorized Mean ( 16 / 80 ) & -0.159455020746888 & 0.813169903587477 & -0.196090657122721 \tabularnewline
Winsorized Mean ( 17 / 80 ) & -0.259767717842324 & 0.798251537423954 & -0.325420880090783 \tabularnewline
Winsorized Mean ( 18 / 80 ) & -0.441560248962656 & 0.772165422605364 & -0.571846700248228 \tabularnewline
Winsorized Mean ( 19 / 80 ) & -0.518965145228216 & 0.7558022251701 & -0.686641462469124 \tabularnewline
Winsorized Mean ( 20 / 80 ) & -0.609356846473029 & 0.72348867498041 & -0.842247940494063 \tabularnewline
Winsorized Mean ( 21 / 80 ) & -0.617749004149377 & 0.720595511741363 & -0.857275675581921 \tabularnewline
Winsorized Mean ( 22 / 80 ) & -0.604580954356847 & 0.704096021388358 & -0.85866264826311 \tabularnewline
Winsorized Mean ( 23 / 80 ) & -0.609429087136929 & 0.696886200385472 & -0.874503020435521 \tabularnewline
Winsorized Mean ( 24 / 80 ) & -0.649680373443983 & 0.671656640603021 & -0.967280503414204 \tabularnewline
Winsorized Mean ( 25 / 80 ) & -0.634002987551867 & 0.667525635488345 & -0.949780733271833 \tabularnewline
Winsorized Mean ( 26 / 80 ) & -0.652314107883817 & 0.65354859454843 & -0.998111101951852 \tabularnewline
Winsorized Mean ( 27 / 80 ) & -0.592236307053942 & 0.647316053148449 & -0.914910582200753 \tabularnewline
Winsorized Mean ( 28 / 80 ) & -0.511429004149378 & 0.636934067919365 & -0.802954387131517 \tabularnewline
Winsorized Mean ( 29 / 80 ) & -0.569205186721991 & 0.629845933984606 & -0.903721300733052 \tabularnewline
Winsorized Mean ( 30 / 80 ) & -0.568119709543568 & 0.625783011402845 & -0.907854159015902 \tabularnewline
Winsorized Mean ( 31 / 80 ) & -0.669619626556016 & 0.613580719769829 & -1.09133094469984 \tabularnewline
Winsorized Mean ( 32 / 80 ) & -0.699095477178423 & 0.605750820984365 & -1.15409744891863 \tabularnewline
Winsorized Mean ( 33 / 80 ) & -0.767950456431535 & 0.594940963086198 & -1.29080111150503 \tabularnewline
Winsorized Mean ( 34 / 80 ) & -0.840680829875519 & 0.586430991804955 & -1.4335545727009 \tabularnewline
Winsorized Mean ( 35 / 80 ) & -0.885649294605809 & 0.580460592596029 & -1.52576989015717 \tabularnewline
Winsorized Mean ( 36 / 80 ) & -0.906508381742738 & 0.561276603557428 & -1.61508314438406 \tabularnewline
Winsorized Mean ( 37 / 80 ) & -0.88555041493776 & 0.558950226322596 & -1.58430996756886 \tabularnewline
Winsorized Mean ( 38 / 80 ) & -0.819518713692946 & 0.551339169430008 & -1.48641482254959 \tabularnewline
Winsorized Mean ( 39 / 80 ) & -0.796867966804979 & 0.54717395426503 & -1.45633387809064 \tabularnewline
Winsorized Mean ( 40 / 80 ) & -0.804150954356847 & 0.544826119780562 & -1.47597724330972 \tabularnewline
Winsorized Mean ( 41 / 80 ) & -0.774870829875519 & 0.539237501158851 & -1.43697504014517 \tabularnewline
Winsorized Mean ( 42 / 80 ) & -0.766340124481328 & 0.536792593046717 & -1.42762797849305 \tabularnewline
Winsorized Mean ( 43 / 80 ) & -0.695623858921162 & 0.524474822007763 & -1.32632460078487 \tabularnewline
Winsorized Mean ( 44 / 80 ) & -0.558792987551867 & 0.510889597208732 & -1.09376466188558 \tabularnewline
Winsorized Mean ( 45 / 80 ) & -0.596738630705394 & 0.50503415757104 & -1.18158073421292 \tabularnewline
Winsorized Mean ( 46 / 80 ) & -0.61939887966805 & 0.501813630175359 & -1.23432055731846 \tabularnewline
Winsorized Mean ( 47 / 80 ) & -0.600920663900415 & 0.48881816626323 & -1.2293337387482 \tabularnewline
Winsorized Mean ( 48 / 80 ) & -0.558646804979253 & 0.483488958590109 & -1.15544894056797 \tabularnewline
Winsorized Mean ( 49 / 80 ) & -0.611160165975104 & 0.475422924335146 & -1.28550840670921 \tabularnewline
Winsorized Mean ( 50 / 80 ) & -0.502359336099585 & 0.465734522499867 & -1.07863882068078 \tabularnewline
Winsorized Mean ( 51 / 80 ) & -0.46680112033195 & 0.456355481267366 & -1.02288925956488 \tabularnewline
Winsorized Mean ( 52 / 80 ) & -0.339485269709544 & 0.443457632113205 & -0.765541610123604 \tabularnewline
Winsorized Mean ( 53 / 80 ) & -0.392980082987552 & 0.437474815187812 & -0.898291900115078 \tabularnewline
Winsorized Mean ( 54 / 80 ) & -0.507520580912863 & 0.415314077010445 & -1.22201632211975 \tabularnewline
Winsorized Mean ( 55 / 80 ) & -0.503517676348548 & 0.406220305438142 & -1.23951872815777 \tabularnewline
Winsorized Mean ( 56 / 80 ) & -0.521779253112033 & 0.40386869063619 & -1.29195271931108 \tabularnewline
Winsorized Mean ( 57 / 80 ) & -0.509374066390041 & 0.398600338216538 & -1.27790675910899 \tabularnewline
Winsorized Mean ( 58 / 80 ) & -0.522143692946058 & 0.397252527726831 & -1.31438733929242 \tabularnewline
Winsorized Mean ( 59 / 80 ) & -0.511229917012448 & 0.394618659734921 & -1.29550365752055 \tabularnewline
Winsorized Mean ( 60 / 80 ) & -0.516216639004149 & 0.391824503603119 & -1.31746900527443 \tabularnewline
Winsorized Mean ( 61 / 80 ) & -0.466619336099585 & 0.37241997959435 & -1.25293851475917 \tabularnewline
Winsorized Mean ( 62 / 80 ) & -0.414660248962656 & 0.367924576493482 & -1.12702514443202 \tabularnewline
Winsorized Mean ( 63 / 80 ) & -0.44042489626556 & 0.358864791957377 & -1.22727251637957 \tabularnewline
Winsorized Mean ( 64 / 80 ) & -0.387350041493776 & 0.352424491848029 & -1.09910080160038 \tabularnewline
Winsorized Mean ( 65 / 80 ) & -0.439733029045643 & 0.34820902531693 & -1.26284213525313 \tabularnewline
Winsorized Mean ( 66 / 80 ) & -0.426694605809129 & 0.346482084741249 & -1.23150553693932 \tabularnewline
Winsorized Mean ( 67 / 80 ) & -0.40130132780083 & 0.344071603211439 & -1.16633085687755 \tabularnewline
Winsorized Mean ( 68 / 80 ) & -0.380353941908713 & 0.341473986769351 & -1.11385920054175 \tabularnewline
Winsorized Mean ( 69 / 80 ) & -0.474096597510373 & 0.33188058864754 & -1.42851559786122 \tabularnewline
Winsorized Mean ( 70 / 80 ) & -0.45529244813278 & 0.329977818002908 & -1.37976683065638 \tabularnewline
Winsorized Mean ( 71 / 80 ) & -0.399588381742739 & 0.318945767470152 & -1.25284114886439 \tabularnewline
Winsorized Mean ( 72 / 80 ) & -0.479905726141079 & 0.306383345607009 & -1.56635709160459 \tabularnewline
Winsorized Mean ( 73 / 80 ) & -0.509947800829876 & 0.296798117858088 & -1.71816386340329 \tabularnewline
Winsorized Mean ( 74 / 80 ) & -0.522742738589212 & 0.292960150186192 & -1.78434759217928 \tabularnewline
Winsorized Mean ( 75 / 80 ) & -0.517246887966805 & 0.291816790600855 & -1.77250557413707 \tabularnewline
Winsorized Mean ( 76 / 80 ) & -0.544641576763485 & 0.28689533921563 & -1.89839813449926 \tabularnewline
Winsorized Mean ( 77 / 80 ) & -0.618996099585062 & 0.281043996363376 & -2.20248824950785 \tabularnewline
Winsorized Mean ( 78 / 80 ) & -0.529969294605809 & 0.273983638579357 & -1.93431000972822 \tabularnewline
Winsorized Mean ( 79 / 80 ) & -0.551705767634855 & 0.270962352314262 & -2.03609749813135 \tabularnewline
Winsorized Mean ( 80 / 80 ) & -0.491410331950207 & 0.264170108192788 & -1.86020415145374 \tabularnewline
Trimmed Mean ( 1 / 80 ) & -0.0915831380753138 & 0.983873217313124 & -0.093084288162066 \tabularnewline
Trimmed Mean ( 2 / 80 ) & -0.179987341772152 & 0.943184613229977 & -0.19082938721379 \tabularnewline
Trimmed Mean ( 3 / 80 ) & -0.272128765957447 & 0.899831245120869 & -0.30242200127302 \tabularnewline
Trimmed Mean ( 4 / 80 ) & -0.291085021459227 & 0.878531701920984 & -0.331331266501534 \tabularnewline
Trimmed Mean ( 5 / 80 ) & -0.310501991341991 & 0.855958544134041 & -0.362753539257115 \tabularnewline
Trimmed Mean ( 6 / 80 ) & -0.324310262008734 & 0.835286318635673 & -0.388262389522255 \tabularnewline
Trimmed Mean ( 7 / 80 ) & -0.339779383259912 & 0.816550827539624 & -0.416115411068423 \tabularnewline
Trimmed Mean ( 8 / 80 ) & -0.352601066666667 & 0.797229067340867 & -0.442283254727222 \tabularnewline
Trimmed Mean ( 9 / 80 ) & -0.363754080717489 & 0.77867819306511 & -0.467143017432714 \tabularnewline
Trimmed Mean ( 10 / 80 ) & -0.377302262443439 & 0.759671023788936 & -0.496665333582958 \tabularnewline
Trimmed Mean ( 11 / 80 ) & -0.400436757990868 & 0.742160787267789 & -0.53955526196021 \tabularnewline
Trimmed Mean ( 12 / 80 ) & -0.42736930875576 & 0.725840422153886 & -0.588792378753954 \tabularnewline
Trimmed Mean ( 13 / 80 ) & -0.458751953488372 & 0.710464769518265 & -0.645706829065474 \tabularnewline
Trimmed Mean ( 14 / 80 ) & -0.49114558685446 & 0.696153844452943 & -0.70551299941526 \tabularnewline
Trimmed Mean ( 15 / 80 ) & -0.525037962085308 & 0.68197132381056 & -0.769882755702429 \tabularnewline
Trimmed Mean ( 16 / 80 ) & -0.555335598086124 & 0.66772503162841 & -0.831683060812927 \tabularnewline
Trimmed Mean ( 17 / 80 ) & -0.584142125603865 & 0.653319711631788 & -0.894113732072863 \tabularnewline
Trimmed Mean ( 18 / 80 ) & -0.606573756097561 & 0.639482485326677 & -0.948538497950722 \tabularnewline
Trimmed Mean ( 19 / 80 ) & -0.61745724137931 & 0.627290226140115 & -0.984324664483759 \tabularnewline
Trimmed Mean ( 20 / 80 ) & -0.62367263681592 & 0.615830131471243 & -1.01273485161556 \tabularnewline
Trimmed Mean ( 21 / 80 ) & -0.624539497487437 & 0.606510584435872 & -1.02972563631076 \tabularnewline
Trimmed Mean ( 22 / 80 ) & -0.624935076142132 & 0.596838990110431 & -1.04707481665449 \tabularnewline
Trimmed Mean ( 23 / 80 ) & -0.626078512820513 & 0.587922667248442 & -1.06489942929169 \tabularnewline
Trimmed Mean ( 24 / 80 ) & -0.626982435233161 & 0.579013535538219 & -1.08284590385327 \tabularnewline
Trimmed Mean ( 25 / 80 ) & -0.625789109947644 & 0.571522614647714 & -1.09495074019666 \tabularnewline
Trimmed Mean ( 26 / 80 ) & -0.625370158730159 & 0.563858730224645 & -1.10909014121499 \tabularnewline
Trimmed Mean ( 27 / 80 ) & -0.624034598930481 & 0.556745587346396 & -1.12086132896859 \tabularnewline
Trimmed Mean ( 28 / 80 ) & -0.625568810810811 & 0.549620383740836 & -1.13818342499063 \tabularnewline
Trimmed Mean ( 29 / 80 ) & -0.630937213114754 & 0.54277184043651 & -1.16243542149744 \tabularnewline
Trimmed Mean ( 30 / 80 ) & -0.633771546961326 & 0.53597063754588 & -1.18247437931164 \tabularnewline
Trimmed Mean ( 31 / 80 ) & -0.633771546961326 & 0.528991222560352 & -1.19807573345703 \tabularnewline
Trimmed Mean ( 32 / 80 ) & -0.635272824858757 & 0.522391558353915 & -1.21608554866495 \tabularnewline
Trimmed Mean ( 33 / 80 ) & -0.632526171428571 & 0.515874656875634 & -1.22612375505986 \tabularnewline
Trimmed Mean ( 34 / 80 ) & -0.62680936416185 & 0.509639353403047 & -1.22990769840754 \tabularnewline
Trimmed Mean ( 35 / 80 ) & -0.617944035087719 & 0.503531748893459 & -1.22721960719595 \tabularnewline
Trimmed Mean ( 36 / 80 ) & -0.607036686390533 & 0.497379552632133 & -1.22046972614394 \tabularnewline
Trimmed Mean ( 37 / 80 ) & -0.595031916167665 & 0.492059658724941 & -1.20926783087553 \tabularnewline
Trimmed Mean ( 38 / 80 ) & -0.583563454545455 & 0.486497893873912 & -1.19951897406713 \tabularnewline
Trimmed Mean ( 39 / 80 ) & -0.574382760736196 & 0.481029141204687 & -1.19407061139314 \tabularnewline
Trimmed Mean ( 40 / 80 ) & -0.565843354037267 & 0.475419770238089 & -1.19019735707224 \tabularnewline
Trimmed Mean ( 41 / 80 ) & -0.556813144654088 & 0.469530036998253 & -1.18589461967938 \tabularnewline
Trimmed Mean ( 42 / 80 ) & -0.548649108280255 & 0.463555904226634 & -1.18356621774796 \tabularnewline
Trimmed Mean ( 43 / 80 ) & -0.540590193548387 & 0.457271388433036 & -1.18220865600375 \tabularnewline
Trimmed Mean ( 44 / 80 ) & -0.534911045751634 & 0.451323188959575 & -1.18520620884726 \tabularnewline
Trimmed Mean ( 45 / 80 ) & -0.53404476821192 & 0.445810819507422 & -1.19791791684641 \tabularnewline
Trimmed Mean ( 46 / 80 ) & -0.531791342281879 & 0.440233718807956 & -1.20797503590102 \tabularnewline
Trimmed Mean ( 47 / 80 ) & -0.528668979591837 & 0.434404671978278 & -1.21699653271287 \tabularnewline
Trimmed Mean ( 48 / 80 ) & -0.526113931034483 & 0.428963895569854 & -1.226476019236 \tabularnewline
Trimmed Mean ( 49 / 80 ) & -0.524971678321678 & 0.423416189500047 & -1.23984791167656 \tabularnewline
Trimmed Mean ( 50 / 80 ) & -0.52196524822695 & 0.417932577788325 & -1.24892213712834 \tabularnewline
Trimmed Mean ( 51 / 80 ) & -0.522645107913669 & 0.412628823135825 & -1.26662287898785 \tabularnewline
Trimmed Mean ( 52 / 80 ) & -0.524571313868613 & 0.407489983088759 & -1.28732321195329 \tabularnewline
Trimmed Mean ( 53 / 80 ) & -0.530925407407407 & 0.402754441770844 & -1.31823600770985 \tabularnewline
Trimmed Mean ( 54 / 80 ) & -0.535641654135338 & 0.397990975171879 & -1.34586381991203 \tabularnewline
Trimmed Mean ( 55 / 80 ) & -0.536599694656488 & 0.394289536593141 & -1.36092806137586 \tabularnewline
Trimmed Mean ( 56 / 80 ) & -0.537723410852713 & 0.390828160329646 & -1.37585636203688 \tabularnewline
Trimmed Mean ( 57 / 80 ) & -0.538263700787401 & 0.387170905569501 & -1.39024831939697 \tabularnewline
Trimmed Mean ( 58 / 80 ) & -0.53924088 & 0.38349633340144 & -1.40611743329376 \tabularnewline
Trimmed Mean ( 59 / 80 ) & -0.539818455284553 & 0.379529496326642 & -1.42233597259054 \tabularnewline
Trimmed Mean ( 60 / 80 ) & -0.540783553719008 & 0.375330326959734 & -1.44082029848077 \tabularnewline
Trimmed Mean ( 61 / 80 ) & -0.541612773109244 & 0.370885592948323 & -1.46032303062446 \tabularnewline
Trimmed Mean ( 62 / 80 ) & -0.541612773109244 & 0.36737065468996 & -1.47429514631846 \tabularnewline
Trimmed Mean ( 63 / 80 ) & -0.548521826086957 & 0.363775831835243 & -1.50785670207851 \tabularnewline
Trimmed Mean ( 64 / 80 ) & -0.552181238938053 & 0.360430132137502 & -1.53200631607404 \tabularnewline
Trimmed Mean ( 65 / 80 ) & -0.557773063063063 & 0.357151674511248 & -1.56172601969838 \tabularnewline
Trimmed Mean ( 66 / 80 ) & -0.561788256880734 & 0.353792276169959 & -1.58790424415839 \tabularnewline
Trimmed Mean ( 67 / 80 ) & -0.566398504672897 & 0.350144003672173 & -1.61761589155528 \tabularnewline
Trimmed Mean ( 68 / 80 ) & -0.572054285714286 & 0.346223924357234 & -1.65226677150144 \tabularnewline
Trimmed Mean ( 69 / 80 ) & -0.578650485436893 & 0.342013963644832 & -1.69189140487199 \tabularnewline
Trimmed Mean ( 70 / 80 ) & -0.582266138613861 & 0.338073328266118 & -1.72230723316784 \tabularnewline
Trimmed Mean ( 71 / 80 ) & -0.586681818181818 & 0.333770305048002 & -1.7577412049806 \tabularnewline
Trimmed Mean ( 72 / 80 ) & -0.593228865979381 & 0.329834018056682 & -1.79856786596656 \tabularnewline
Trimmed Mean ( 73 / 80 ) & -0.597221684210526 & 0.326451136062983 & -1.82943668511328 \tabularnewline
Trimmed Mean ( 74 / 80 ) & -0.600319784946237 & 0.323406694011089 & -1.85623796929093 \tabularnewline
Trimmed Mean ( 75 / 80 ) & -0.603096153846154 & 0.320233013410116 & -1.88330412103321 \tabularnewline
Trimmed Mean ( 76 / 80 ) & -0.606195730337079 & 0.316667266766944 & -1.91429867862919 \tabularnewline
Trimmed Mean ( 77 / 80 ) & -0.608439310344828 & 0.313011639520688 & -1.94382327531502 \tabularnewline
Trimmed Mean ( 78 / 80 ) & -0.608050588235294 & 0.309342584308932 & -1.96562199670528 \tabularnewline
Trimmed Mean ( 79 / 80 ) & -0.610957228915663 & 0.305768274433714 & -1.99810536278547 \tabularnewline
Trimmed Mean ( 80 / 80 ) & -0.613188765432099 & 0.301899936711437 & -2.03109935070373 \tabularnewline
Median & -0.34667 &  &  \tabularnewline
Midrange & 10.944175 &  &  \tabularnewline
Midmean - Weighted Average at Xnp & -0.604083999999999 &  &  \tabularnewline
Midmean - Weighted Average at X(n+1)p & -0.540783553719007 &  &  \tabularnewline
Midmean - Empirical Distribution Function & -0.540783553719007 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Averaging & -0.540783553719007 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Interpolation & -0.540783553719007 &  &  \tabularnewline
Midmean - Closest Observation & -0.602727622950818 &  &  \tabularnewline
Midmean - True Basic - Statistics Graphics Toolkit & -0.540783553719007 &  &  \tabularnewline
Midmean - MS Excel (old versions) & -0.540783553719007 &  &  \tabularnewline
Number of observations & 241 &  &  \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198028&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]-8.29875518902142e-08[/C][C]1.03605396639146[/C][C]-8.00996420864607e-08[/C][/ROW]
[ROW][C]Geometric Mean[/C][C]NaN[/C][C][/C][C][/C][/ROW]
[ROW][C]Harmonic Mean[/C][C]8.696741385937[/C][C][/C][C][/C][/ROW]
[ROW][C]Quadratic Mean[/C][C]16.0504790304251[/C][C][/C][C][/C][/ROW]
[ROW][C]Winsorized Mean ( 1 / 80 )[/C][C]-0.00464622406639004[/C][C]1.02158302045692[/C][C]-0.00454806312688318[/C][/ROW]
[ROW][C]Winsorized Mean ( 2 / 80 )[/C][C]-0.000292448132780097[/C][C]1.02027074328264[/C][C]-0.000286637772087013[/C][/ROW]
[ROW][C]Winsorized Mean ( 3 / 80 )[/C][C]-0.2171477593361[/C][C]0.95666510877329[/C][C]-0.226984090194889[/C][/ROW]
[ROW][C]Winsorized Mean ( 4 / 80 )[/C][C]-0.216639875518672[/C][C]0.956336694275126[/C][C]-0.226530966358954[/C][/ROW]
[ROW][C]Winsorized Mean ( 5 / 80 )[/C][C]-0.244898381742739[/C][C]0.942827038763409[/C][C]-0.259749001326841[/C][/ROW]
[ROW][C]Winsorized Mean ( 6 / 80 )[/C][C]-0.236887261410788[/C][C]0.927543909039943[/C][C]-0.255391964846148[/C][/ROW]
[ROW][C]Winsorized Mean ( 7 / 80 )[/C][C]-0.25598622406639[/C][C]0.924300233403501[/C][C]-0.276951378800139[/C][/ROW]
[ROW][C]Winsorized Mean ( 8 / 80 )[/C][C]-0.270040995850622[/C][C]0.912444217038794[/C][C]-0.295953430147216[/C][/ROW]
[ROW][C]Winsorized Mean ( 9 / 80 )[/C][C]-0.251939419087137[/C][C]0.907587899028829[/C][C]-0.277592307430197[/C][/ROW]
[ROW][C]Winsorized Mean ( 10 / 80 )[/C][C]-0.167075933609959[/C][C]0.888576648237265[/C][C]-0.188026473508391[/C][/ROW]
[ROW][C]Winsorized Mean ( 11 / 80 )[/C][C]-0.133681576763485[/C][C]0.871214751592667[/C][C]-0.153442737877317[/C][/ROW]
[ROW][C]Winsorized Mean ( 12 / 80 )[/C][C]-0.091405726141079[/C][C]0.855250555894245[/C][C]-0.106875962267579[/C][/ROW]
[ROW][C]Winsorized Mean ( 13 / 80 )[/C][C]-0.0865612033195022[/C][C]0.837903668248806[/C][C]-0.103306867602588[/C][/ROW]
[ROW][C]Winsorized Mean ( 14 / 80 )[/C][C]-0.0757178838174275[/C][C]0.828516430618[/C][C]-0.0913897190438923[/C][/ROW]
[ROW][C]Winsorized Mean ( 15 / 80 )[/C][C]-0.130917261410788[/C][C]0.8206365388591[/C][C]-0.159531357929538[/C][/ROW]
[ROW][C]Winsorized Mean ( 16 / 80 )[/C][C]-0.159455020746888[/C][C]0.813169903587477[/C][C]-0.196090657122721[/C][/ROW]
[ROW][C]Winsorized Mean ( 17 / 80 )[/C][C]-0.259767717842324[/C][C]0.798251537423954[/C][C]-0.325420880090783[/C][/ROW]
[ROW][C]Winsorized Mean ( 18 / 80 )[/C][C]-0.441560248962656[/C][C]0.772165422605364[/C][C]-0.571846700248228[/C][/ROW]
[ROW][C]Winsorized Mean ( 19 / 80 )[/C][C]-0.518965145228216[/C][C]0.7558022251701[/C][C]-0.686641462469124[/C][/ROW]
[ROW][C]Winsorized Mean ( 20 / 80 )[/C][C]-0.609356846473029[/C][C]0.72348867498041[/C][C]-0.842247940494063[/C][/ROW]
[ROW][C]Winsorized Mean ( 21 / 80 )[/C][C]-0.617749004149377[/C][C]0.720595511741363[/C][C]-0.857275675581921[/C][/ROW]
[ROW][C]Winsorized Mean ( 22 / 80 )[/C][C]-0.604580954356847[/C][C]0.704096021388358[/C][C]-0.85866264826311[/C][/ROW]
[ROW][C]Winsorized Mean ( 23 / 80 )[/C][C]-0.609429087136929[/C][C]0.696886200385472[/C][C]-0.874503020435521[/C][/ROW]
[ROW][C]Winsorized Mean ( 24 / 80 )[/C][C]-0.649680373443983[/C][C]0.671656640603021[/C][C]-0.967280503414204[/C][/ROW]
[ROW][C]Winsorized Mean ( 25 / 80 )[/C][C]-0.634002987551867[/C][C]0.667525635488345[/C][C]-0.949780733271833[/C][/ROW]
[ROW][C]Winsorized Mean ( 26 / 80 )[/C][C]-0.652314107883817[/C][C]0.65354859454843[/C][C]-0.998111101951852[/C][/ROW]
[ROW][C]Winsorized Mean ( 27 / 80 )[/C][C]-0.592236307053942[/C][C]0.647316053148449[/C][C]-0.914910582200753[/C][/ROW]
[ROW][C]Winsorized Mean ( 28 / 80 )[/C][C]-0.511429004149378[/C][C]0.636934067919365[/C][C]-0.802954387131517[/C][/ROW]
[ROW][C]Winsorized Mean ( 29 / 80 )[/C][C]-0.569205186721991[/C][C]0.629845933984606[/C][C]-0.903721300733052[/C][/ROW]
[ROW][C]Winsorized Mean ( 30 / 80 )[/C][C]-0.568119709543568[/C][C]0.625783011402845[/C][C]-0.907854159015902[/C][/ROW]
[ROW][C]Winsorized Mean ( 31 / 80 )[/C][C]-0.669619626556016[/C][C]0.613580719769829[/C][C]-1.09133094469984[/C][/ROW]
[ROW][C]Winsorized Mean ( 32 / 80 )[/C][C]-0.699095477178423[/C][C]0.605750820984365[/C][C]-1.15409744891863[/C][/ROW]
[ROW][C]Winsorized Mean ( 33 / 80 )[/C][C]-0.767950456431535[/C][C]0.594940963086198[/C][C]-1.29080111150503[/C][/ROW]
[ROW][C]Winsorized Mean ( 34 / 80 )[/C][C]-0.840680829875519[/C][C]0.586430991804955[/C][C]-1.4335545727009[/C][/ROW]
[ROW][C]Winsorized Mean ( 35 / 80 )[/C][C]-0.885649294605809[/C][C]0.580460592596029[/C][C]-1.52576989015717[/C][/ROW]
[ROW][C]Winsorized Mean ( 36 / 80 )[/C][C]-0.906508381742738[/C][C]0.561276603557428[/C][C]-1.61508314438406[/C][/ROW]
[ROW][C]Winsorized Mean ( 37 / 80 )[/C][C]-0.88555041493776[/C][C]0.558950226322596[/C][C]-1.58430996756886[/C][/ROW]
[ROW][C]Winsorized Mean ( 38 / 80 )[/C][C]-0.819518713692946[/C][C]0.551339169430008[/C][C]-1.48641482254959[/C][/ROW]
[ROW][C]Winsorized Mean ( 39 / 80 )[/C][C]-0.796867966804979[/C][C]0.54717395426503[/C][C]-1.45633387809064[/C][/ROW]
[ROW][C]Winsorized Mean ( 40 / 80 )[/C][C]-0.804150954356847[/C][C]0.544826119780562[/C][C]-1.47597724330972[/C][/ROW]
[ROW][C]Winsorized Mean ( 41 / 80 )[/C][C]-0.774870829875519[/C][C]0.539237501158851[/C][C]-1.43697504014517[/C][/ROW]
[ROW][C]Winsorized Mean ( 42 / 80 )[/C][C]-0.766340124481328[/C][C]0.536792593046717[/C][C]-1.42762797849305[/C][/ROW]
[ROW][C]Winsorized Mean ( 43 / 80 )[/C][C]-0.695623858921162[/C][C]0.524474822007763[/C][C]-1.32632460078487[/C][/ROW]
[ROW][C]Winsorized Mean ( 44 / 80 )[/C][C]-0.558792987551867[/C][C]0.510889597208732[/C][C]-1.09376466188558[/C][/ROW]
[ROW][C]Winsorized Mean ( 45 / 80 )[/C][C]-0.596738630705394[/C][C]0.50503415757104[/C][C]-1.18158073421292[/C][/ROW]
[ROW][C]Winsorized Mean ( 46 / 80 )[/C][C]-0.61939887966805[/C][C]0.501813630175359[/C][C]-1.23432055731846[/C][/ROW]
[ROW][C]Winsorized Mean ( 47 / 80 )[/C][C]-0.600920663900415[/C][C]0.48881816626323[/C][C]-1.2293337387482[/C][/ROW]
[ROW][C]Winsorized Mean ( 48 / 80 )[/C][C]-0.558646804979253[/C][C]0.483488958590109[/C][C]-1.15544894056797[/C][/ROW]
[ROW][C]Winsorized Mean ( 49 / 80 )[/C][C]-0.611160165975104[/C][C]0.475422924335146[/C][C]-1.28550840670921[/C][/ROW]
[ROW][C]Winsorized Mean ( 50 / 80 )[/C][C]-0.502359336099585[/C][C]0.465734522499867[/C][C]-1.07863882068078[/C][/ROW]
[ROW][C]Winsorized Mean ( 51 / 80 )[/C][C]-0.46680112033195[/C][C]0.456355481267366[/C][C]-1.02288925956488[/C][/ROW]
[ROW][C]Winsorized Mean ( 52 / 80 )[/C][C]-0.339485269709544[/C][C]0.443457632113205[/C][C]-0.765541610123604[/C][/ROW]
[ROW][C]Winsorized Mean ( 53 / 80 )[/C][C]-0.392980082987552[/C][C]0.437474815187812[/C][C]-0.898291900115078[/C][/ROW]
[ROW][C]Winsorized Mean ( 54 / 80 )[/C][C]-0.507520580912863[/C][C]0.415314077010445[/C][C]-1.22201632211975[/C][/ROW]
[ROW][C]Winsorized Mean ( 55 / 80 )[/C][C]-0.503517676348548[/C][C]0.406220305438142[/C][C]-1.23951872815777[/C][/ROW]
[ROW][C]Winsorized Mean ( 56 / 80 )[/C][C]-0.521779253112033[/C][C]0.40386869063619[/C][C]-1.29195271931108[/C][/ROW]
[ROW][C]Winsorized Mean ( 57 / 80 )[/C][C]-0.509374066390041[/C][C]0.398600338216538[/C][C]-1.27790675910899[/C][/ROW]
[ROW][C]Winsorized Mean ( 58 / 80 )[/C][C]-0.522143692946058[/C][C]0.397252527726831[/C][C]-1.31438733929242[/C][/ROW]
[ROW][C]Winsorized Mean ( 59 / 80 )[/C][C]-0.511229917012448[/C][C]0.394618659734921[/C][C]-1.29550365752055[/C][/ROW]
[ROW][C]Winsorized Mean ( 60 / 80 )[/C][C]-0.516216639004149[/C][C]0.391824503603119[/C][C]-1.31746900527443[/C][/ROW]
[ROW][C]Winsorized Mean ( 61 / 80 )[/C][C]-0.466619336099585[/C][C]0.37241997959435[/C][C]-1.25293851475917[/C][/ROW]
[ROW][C]Winsorized Mean ( 62 / 80 )[/C][C]-0.414660248962656[/C][C]0.367924576493482[/C][C]-1.12702514443202[/C][/ROW]
[ROW][C]Winsorized Mean ( 63 / 80 )[/C][C]-0.44042489626556[/C][C]0.358864791957377[/C][C]-1.22727251637957[/C][/ROW]
[ROW][C]Winsorized Mean ( 64 / 80 )[/C][C]-0.387350041493776[/C][C]0.352424491848029[/C][C]-1.09910080160038[/C][/ROW]
[ROW][C]Winsorized Mean ( 65 / 80 )[/C][C]-0.439733029045643[/C][C]0.34820902531693[/C][C]-1.26284213525313[/C][/ROW]
[ROW][C]Winsorized Mean ( 66 / 80 )[/C][C]-0.426694605809129[/C][C]0.346482084741249[/C][C]-1.23150553693932[/C][/ROW]
[ROW][C]Winsorized Mean ( 67 / 80 )[/C][C]-0.40130132780083[/C][C]0.344071603211439[/C][C]-1.16633085687755[/C][/ROW]
[ROW][C]Winsorized Mean ( 68 / 80 )[/C][C]-0.380353941908713[/C][C]0.341473986769351[/C][C]-1.11385920054175[/C][/ROW]
[ROW][C]Winsorized Mean ( 69 / 80 )[/C][C]-0.474096597510373[/C][C]0.33188058864754[/C][C]-1.42851559786122[/C][/ROW]
[ROW][C]Winsorized Mean ( 70 / 80 )[/C][C]-0.45529244813278[/C][C]0.329977818002908[/C][C]-1.37976683065638[/C][/ROW]
[ROW][C]Winsorized Mean ( 71 / 80 )[/C][C]-0.399588381742739[/C][C]0.318945767470152[/C][C]-1.25284114886439[/C][/ROW]
[ROW][C]Winsorized Mean ( 72 / 80 )[/C][C]-0.479905726141079[/C][C]0.306383345607009[/C][C]-1.56635709160459[/C][/ROW]
[ROW][C]Winsorized Mean ( 73 / 80 )[/C][C]-0.509947800829876[/C][C]0.296798117858088[/C][C]-1.71816386340329[/C][/ROW]
[ROW][C]Winsorized Mean ( 74 / 80 )[/C][C]-0.522742738589212[/C][C]0.292960150186192[/C][C]-1.78434759217928[/C][/ROW]
[ROW][C]Winsorized Mean ( 75 / 80 )[/C][C]-0.517246887966805[/C][C]0.291816790600855[/C][C]-1.77250557413707[/C][/ROW]
[ROW][C]Winsorized Mean ( 76 / 80 )[/C][C]-0.544641576763485[/C][C]0.28689533921563[/C][C]-1.89839813449926[/C][/ROW]
[ROW][C]Winsorized Mean ( 77 / 80 )[/C][C]-0.618996099585062[/C][C]0.281043996363376[/C][C]-2.20248824950785[/C][/ROW]
[ROW][C]Winsorized Mean ( 78 / 80 )[/C][C]-0.529969294605809[/C][C]0.273983638579357[/C][C]-1.93431000972822[/C][/ROW]
[ROW][C]Winsorized Mean ( 79 / 80 )[/C][C]-0.551705767634855[/C][C]0.270962352314262[/C][C]-2.03609749813135[/C][/ROW]
[ROW][C]Winsorized Mean ( 80 / 80 )[/C][C]-0.491410331950207[/C][C]0.264170108192788[/C][C]-1.86020415145374[/C][/ROW]
[ROW][C]Trimmed Mean ( 1 / 80 )[/C][C]-0.0915831380753138[/C][C]0.983873217313124[/C][C]-0.093084288162066[/C][/ROW]
[ROW][C]Trimmed Mean ( 2 / 80 )[/C][C]-0.179987341772152[/C][C]0.943184613229977[/C][C]-0.19082938721379[/C][/ROW]
[ROW][C]Trimmed Mean ( 3 / 80 )[/C][C]-0.272128765957447[/C][C]0.899831245120869[/C][C]-0.30242200127302[/C][/ROW]
[ROW][C]Trimmed Mean ( 4 / 80 )[/C][C]-0.291085021459227[/C][C]0.878531701920984[/C][C]-0.331331266501534[/C][/ROW]
[ROW][C]Trimmed Mean ( 5 / 80 )[/C][C]-0.310501991341991[/C][C]0.855958544134041[/C][C]-0.362753539257115[/C][/ROW]
[ROW][C]Trimmed Mean ( 6 / 80 )[/C][C]-0.324310262008734[/C][C]0.835286318635673[/C][C]-0.388262389522255[/C][/ROW]
[ROW][C]Trimmed Mean ( 7 / 80 )[/C][C]-0.339779383259912[/C][C]0.816550827539624[/C][C]-0.416115411068423[/C][/ROW]
[ROW][C]Trimmed Mean ( 8 / 80 )[/C][C]-0.352601066666667[/C][C]0.797229067340867[/C][C]-0.442283254727222[/C][/ROW]
[ROW][C]Trimmed Mean ( 9 / 80 )[/C][C]-0.363754080717489[/C][C]0.77867819306511[/C][C]-0.467143017432714[/C][/ROW]
[ROW][C]Trimmed Mean ( 10 / 80 )[/C][C]-0.377302262443439[/C][C]0.759671023788936[/C][C]-0.496665333582958[/C][/ROW]
[ROW][C]Trimmed Mean ( 11 / 80 )[/C][C]-0.400436757990868[/C][C]0.742160787267789[/C][C]-0.53955526196021[/C][/ROW]
[ROW][C]Trimmed Mean ( 12 / 80 )[/C][C]-0.42736930875576[/C][C]0.725840422153886[/C][C]-0.588792378753954[/C][/ROW]
[ROW][C]Trimmed Mean ( 13 / 80 )[/C][C]-0.458751953488372[/C][C]0.710464769518265[/C][C]-0.645706829065474[/C][/ROW]
[ROW][C]Trimmed Mean ( 14 / 80 )[/C][C]-0.49114558685446[/C][C]0.696153844452943[/C][C]-0.70551299941526[/C][/ROW]
[ROW][C]Trimmed Mean ( 15 / 80 )[/C][C]-0.525037962085308[/C][C]0.68197132381056[/C][C]-0.769882755702429[/C][/ROW]
[ROW][C]Trimmed Mean ( 16 / 80 )[/C][C]-0.555335598086124[/C][C]0.66772503162841[/C][C]-0.831683060812927[/C][/ROW]
[ROW][C]Trimmed Mean ( 17 / 80 )[/C][C]-0.584142125603865[/C][C]0.653319711631788[/C][C]-0.894113732072863[/C][/ROW]
[ROW][C]Trimmed Mean ( 18 / 80 )[/C][C]-0.606573756097561[/C][C]0.639482485326677[/C][C]-0.948538497950722[/C][/ROW]
[ROW][C]Trimmed Mean ( 19 / 80 )[/C][C]-0.61745724137931[/C][C]0.627290226140115[/C][C]-0.984324664483759[/C][/ROW]
[ROW][C]Trimmed Mean ( 20 / 80 )[/C][C]-0.62367263681592[/C][C]0.615830131471243[/C][C]-1.01273485161556[/C][/ROW]
[ROW][C]Trimmed Mean ( 21 / 80 )[/C][C]-0.624539497487437[/C][C]0.606510584435872[/C][C]-1.02972563631076[/C][/ROW]
[ROW][C]Trimmed Mean ( 22 / 80 )[/C][C]-0.624935076142132[/C][C]0.596838990110431[/C][C]-1.04707481665449[/C][/ROW]
[ROW][C]Trimmed Mean ( 23 / 80 )[/C][C]-0.626078512820513[/C][C]0.587922667248442[/C][C]-1.06489942929169[/C][/ROW]
[ROW][C]Trimmed Mean ( 24 / 80 )[/C][C]-0.626982435233161[/C][C]0.579013535538219[/C][C]-1.08284590385327[/C][/ROW]
[ROW][C]Trimmed Mean ( 25 / 80 )[/C][C]-0.625789109947644[/C][C]0.571522614647714[/C][C]-1.09495074019666[/C][/ROW]
[ROW][C]Trimmed Mean ( 26 / 80 )[/C][C]-0.625370158730159[/C][C]0.563858730224645[/C][C]-1.10909014121499[/C][/ROW]
[ROW][C]Trimmed Mean ( 27 / 80 )[/C][C]-0.624034598930481[/C][C]0.556745587346396[/C][C]-1.12086132896859[/C][/ROW]
[ROW][C]Trimmed Mean ( 28 / 80 )[/C][C]-0.625568810810811[/C][C]0.549620383740836[/C][C]-1.13818342499063[/C][/ROW]
[ROW][C]Trimmed Mean ( 29 / 80 )[/C][C]-0.630937213114754[/C][C]0.54277184043651[/C][C]-1.16243542149744[/C][/ROW]
[ROW][C]Trimmed Mean ( 30 / 80 )[/C][C]-0.633771546961326[/C][C]0.53597063754588[/C][C]-1.18247437931164[/C][/ROW]
[ROW][C]Trimmed Mean ( 31 / 80 )[/C][C]-0.633771546961326[/C][C]0.528991222560352[/C][C]-1.19807573345703[/C][/ROW]
[ROW][C]Trimmed Mean ( 32 / 80 )[/C][C]-0.635272824858757[/C][C]0.522391558353915[/C][C]-1.21608554866495[/C][/ROW]
[ROW][C]Trimmed Mean ( 33 / 80 )[/C][C]-0.632526171428571[/C][C]0.515874656875634[/C][C]-1.22612375505986[/C][/ROW]
[ROW][C]Trimmed Mean ( 34 / 80 )[/C][C]-0.62680936416185[/C][C]0.509639353403047[/C][C]-1.22990769840754[/C][/ROW]
[ROW][C]Trimmed Mean ( 35 / 80 )[/C][C]-0.617944035087719[/C][C]0.503531748893459[/C][C]-1.22721960719595[/C][/ROW]
[ROW][C]Trimmed Mean ( 36 / 80 )[/C][C]-0.607036686390533[/C][C]0.497379552632133[/C][C]-1.22046972614394[/C][/ROW]
[ROW][C]Trimmed Mean ( 37 / 80 )[/C][C]-0.595031916167665[/C][C]0.492059658724941[/C][C]-1.20926783087553[/C][/ROW]
[ROW][C]Trimmed Mean ( 38 / 80 )[/C][C]-0.583563454545455[/C][C]0.486497893873912[/C][C]-1.19951897406713[/C][/ROW]
[ROW][C]Trimmed Mean ( 39 / 80 )[/C][C]-0.574382760736196[/C][C]0.481029141204687[/C][C]-1.19407061139314[/C][/ROW]
[ROW][C]Trimmed Mean ( 40 / 80 )[/C][C]-0.565843354037267[/C][C]0.475419770238089[/C][C]-1.19019735707224[/C][/ROW]
[ROW][C]Trimmed Mean ( 41 / 80 )[/C][C]-0.556813144654088[/C][C]0.469530036998253[/C][C]-1.18589461967938[/C][/ROW]
[ROW][C]Trimmed Mean ( 42 / 80 )[/C][C]-0.548649108280255[/C][C]0.463555904226634[/C][C]-1.18356621774796[/C][/ROW]
[ROW][C]Trimmed Mean ( 43 / 80 )[/C][C]-0.540590193548387[/C][C]0.457271388433036[/C][C]-1.18220865600375[/C][/ROW]
[ROW][C]Trimmed Mean ( 44 / 80 )[/C][C]-0.534911045751634[/C][C]0.451323188959575[/C][C]-1.18520620884726[/C][/ROW]
[ROW][C]Trimmed Mean ( 45 / 80 )[/C][C]-0.53404476821192[/C][C]0.445810819507422[/C][C]-1.19791791684641[/C][/ROW]
[ROW][C]Trimmed Mean ( 46 / 80 )[/C][C]-0.531791342281879[/C][C]0.440233718807956[/C][C]-1.20797503590102[/C][/ROW]
[ROW][C]Trimmed Mean ( 47 / 80 )[/C][C]-0.528668979591837[/C][C]0.434404671978278[/C][C]-1.21699653271287[/C][/ROW]
[ROW][C]Trimmed Mean ( 48 / 80 )[/C][C]-0.526113931034483[/C][C]0.428963895569854[/C][C]-1.226476019236[/C][/ROW]
[ROW][C]Trimmed Mean ( 49 / 80 )[/C][C]-0.524971678321678[/C][C]0.423416189500047[/C][C]-1.23984791167656[/C][/ROW]
[ROW][C]Trimmed Mean ( 50 / 80 )[/C][C]-0.52196524822695[/C][C]0.417932577788325[/C][C]-1.24892213712834[/C][/ROW]
[ROW][C]Trimmed Mean ( 51 / 80 )[/C][C]-0.522645107913669[/C][C]0.412628823135825[/C][C]-1.26662287898785[/C][/ROW]
[ROW][C]Trimmed Mean ( 52 / 80 )[/C][C]-0.524571313868613[/C][C]0.407489983088759[/C][C]-1.28732321195329[/C][/ROW]
[ROW][C]Trimmed Mean ( 53 / 80 )[/C][C]-0.530925407407407[/C][C]0.402754441770844[/C][C]-1.31823600770985[/C][/ROW]
[ROW][C]Trimmed Mean ( 54 / 80 )[/C][C]-0.535641654135338[/C][C]0.397990975171879[/C][C]-1.34586381991203[/C][/ROW]
[ROW][C]Trimmed Mean ( 55 / 80 )[/C][C]-0.536599694656488[/C][C]0.394289536593141[/C][C]-1.36092806137586[/C][/ROW]
[ROW][C]Trimmed Mean ( 56 / 80 )[/C][C]-0.537723410852713[/C][C]0.390828160329646[/C][C]-1.37585636203688[/C][/ROW]
[ROW][C]Trimmed Mean ( 57 / 80 )[/C][C]-0.538263700787401[/C][C]0.387170905569501[/C][C]-1.39024831939697[/C][/ROW]
[ROW][C]Trimmed Mean ( 58 / 80 )[/C][C]-0.53924088[/C][C]0.38349633340144[/C][C]-1.40611743329376[/C][/ROW]
[ROW][C]Trimmed Mean ( 59 / 80 )[/C][C]-0.539818455284553[/C][C]0.379529496326642[/C][C]-1.42233597259054[/C][/ROW]
[ROW][C]Trimmed Mean ( 60 / 80 )[/C][C]-0.540783553719008[/C][C]0.375330326959734[/C][C]-1.44082029848077[/C][/ROW]
[ROW][C]Trimmed Mean ( 61 / 80 )[/C][C]-0.541612773109244[/C][C]0.370885592948323[/C][C]-1.46032303062446[/C][/ROW]
[ROW][C]Trimmed Mean ( 62 / 80 )[/C][C]-0.541612773109244[/C][C]0.36737065468996[/C][C]-1.47429514631846[/C][/ROW]
[ROW][C]Trimmed Mean ( 63 / 80 )[/C][C]-0.548521826086957[/C][C]0.363775831835243[/C][C]-1.50785670207851[/C][/ROW]
[ROW][C]Trimmed Mean ( 64 / 80 )[/C][C]-0.552181238938053[/C][C]0.360430132137502[/C][C]-1.53200631607404[/C][/ROW]
[ROW][C]Trimmed Mean ( 65 / 80 )[/C][C]-0.557773063063063[/C][C]0.357151674511248[/C][C]-1.56172601969838[/C][/ROW]
[ROW][C]Trimmed Mean ( 66 / 80 )[/C][C]-0.561788256880734[/C][C]0.353792276169959[/C][C]-1.58790424415839[/C][/ROW]
[ROW][C]Trimmed Mean ( 67 / 80 )[/C][C]-0.566398504672897[/C][C]0.350144003672173[/C][C]-1.61761589155528[/C][/ROW]
[ROW][C]Trimmed Mean ( 68 / 80 )[/C][C]-0.572054285714286[/C][C]0.346223924357234[/C][C]-1.65226677150144[/C][/ROW]
[ROW][C]Trimmed Mean ( 69 / 80 )[/C][C]-0.578650485436893[/C][C]0.342013963644832[/C][C]-1.69189140487199[/C][/ROW]
[ROW][C]Trimmed Mean ( 70 / 80 )[/C][C]-0.582266138613861[/C][C]0.338073328266118[/C][C]-1.72230723316784[/C][/ROW]
[ROW][C]Trimmed Mean ( 71 / 80 )[/C][C]-0.586681818181818[/C][C]0.333770305048002[/C][C]-1.7577412049806[/C][/ROW]
[ROW][C]Trimmed Mean ( 72 / 80 )[/C][C]-0.593228865979381[/C][C]0.329834018056682[/C][C]-1.79856786596656[/C][/ROW]
[ROW][C]Trimmed Mean ( 73 / 80 )[/C][C]-0.597221684210526[/C][C]0.326451136062983[/C][C]-1.82943668511328[/C][/ROW]
[ROW][C]Trimmed Mean ( 74 / 80 )[/C][C]-0.600319784946237[/C][C]0.323406694011089[/C][C]-1.85623796929093[/C][/ROW]
[ROW][C]Trimmed Mean ( 75 / 80 )[/C][C]-0.603096153846154[/C][C]0.320233013410116[/C][C]-1.88330412103321[/C][/ROW]
[ROW][C]Trimmed Mean ( 76 / 80 )[/C][C]-0.606195730337079[/C][C]0.316667266766944[/C][C]-1.91429867862919[/C][/ROW]
[ROW][C]Trimmed Mean ( 77 / 80 )[/C][C]-0.608439310344828[/C][C]0.313011639520688[/C][C]-1.94382327531502[/C][/ROW]
[ROW][C]Trimmed Mean ( 78 / 80 )[/C][C]-0.608050588235294[/C][C]0.309342584308932[/C][C]-1.96562199670528[/C][/ROW]
[ROW][C]Trimmed Mean ( 79 / 80 )[/C][C]-0.610957228915663[/C][C]0.305768274433714[/C][C]-1.99810536278547[/C][/ROW]
[ROW][C]Trimmed Mean ( 80 / 80 )[/C][C]-0.613188765432099[/C][C]0.301899936711437[/C][C]-2.03109935070373[/C][/ROW]
[ROW][C]Median[/C][C]-0.34667[/C][C][/C][C][/C][/ROW]
[ROW][C]Midrange[/C][C]10.944175[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at Xnp[/C][C]-0.604083999999999[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at X(n+1)p[/C][C]-0.540783553719007[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function[/C][C]-0.540783553719007[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Averaging[/C][C]-0.540783553719007[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Interpolation[/C][C]-0.540783553719007[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Closest Observation[/C][C]-0.602727622950818[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - True Basic - Statistics Graphics Toolkit[/C][C]-0.540783553719007[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - MS Excel (old versions)[/C][C]-0.540783553719007[/C][C][/C][C][/C][/ROW]
[ROW][C]Number of observations[/C][C]241[/C][C][/C][C][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198028&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198028&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
MeasureValueS.E.Value/S.E.
Arithmetic Mean-8.29875518902142e-081.03605396639146-8.00996420864607e-08
Geometric MeanNaN
Harmonic Mean8.696741385937
Quadratic Mean16.0504790304251
Winsorized Mean ( 1 / 80 )-0.004646224066390041.02158302045692-0.00454806312688318
Winsorized Mean ( 2 / 80 )-0.0002924481327800971.02027074328264-0.000286637772087013
Winsorized Mean ( 3 / 80 )-0.21714775933610.95666510877329-0.226984090194889
Winsorized Mean ( 4 / 80 )-0.2166398755186720.956336694275126-0.226530966358954
Winsorized Mean ( 5 / 80 )-0.2448983817427390.942827038763409-0.259749001326841
Winsorized Mean ( 6 / 80 )-0.2368872614107880.927543909039943-0.255391964846148
Winsorized Mean ( 7 / 80 )-0.255986224066390.924300233403501-0.276951378800139
Winsorized Mean ( 8 / 80 )-0.2700409958506220.912444217038794-0.295953430147216
Winsorized Mean ( 9 / 80 )-0.2519394190871370.907587899028829-0.277592307430197
Winsorized Mean ( 10 / 80 )-0.1670759336099590.888576648237265-0.188026473508391
Winsorized Mean ( 11 / 80 )-0.1336815767634850.871214751592667-0.153442737877317
Winsorized Mean ( 12 / 80 )-0.0914057261410790.855250555894245-0.106875962267579
Winsorized Mean ( 13 / 80 )-0.08656120331950220.837903668248806-0.103306867602588
Winsorized Mean ( 14 / 80 )-0.07571788381742750.828516430618-0.0913897190438923
Winsorized Mean ( 15 / 80 )-0.1309172614107880.8206365388591-0.159531357929538
Winsorized Mean ( 16 / 80 )-0.1594550207468880.813169903587477-0.196090657122721
Winsorized Mean ( 17 / 80 )-0.2597677178423240.798251537423954-0.325420880090783
Winsorized Mean ( 18 / 80 )-0.4415602489626560.772165422605364-0.571846700248228
Winsorized Mean ( 19 / 80 )-0.5189651452282160.7558022251701-0.686641462469124
Winsorized Mean ( 20 / 80 )-0.6093568464730290.72348867498041-0.842247940494063
Winsorized Mean ( 21 / 80 )-0.6177490041493770.720595511741363-0.857275675581921
Winsorized Mean ( 22 / 80 )-0.6045809543568470.704096021388358-0.85866264826311
Winsorized Mean ( 23 / 80 )-0.6094290871369290.696886200385472-0.874503020435521
Winsorized Mean ( 24 / 80 )-0.6496803734439830.671656640603021-0.967280503414204
Winsorized Mean ( 25 / 80 )-0.6340029875518670.667525635488345-0.949780733271833
Winsorized Mean ( 26 / 80 )-0.6523141078838170.65354859454843-0.998111101951852
Winsorized Mean ( 27 / 80 )-0.5922363070539420.647316053148449-0.914910582200753
Winsorized Mean ( 28 / 80 )-0.5114290041493780.636934067919365-0.802954387131517
Winsorized Mean ( 29 / 80 )-0.5692051867219910.629845933984606-0.903721300733052
Winsorized Mean ( 30 / 80 )-0.5681197095435680.625783011402845-0.907854159015902
Winsorized Mean ( 31 / 80 )-0.6696196265560160.613580719769829-1.09133094469984
Winsorized Mean ( 32 / 80 )-0.6990954771784230.605750820984365-1.15409744891863
Winsorized Mean ( 33 / 80 )-0.7679504564315350.594940963086198-1.29080111150503
Winsorized Mean ( 34 / 80 )-0.8406808298755190.586430991804955-1.4335545727009
Winsorized Mean ( 35 / 80 )-0.8856492946058090.580460592596029-1.52576989015717
Winsorized Mean ( 36 / 80 )-0.9065083817427380.561276603557428-1.61508314438406
Winsorized Mean ( 37 / 80 )-0.885550414937760.558950226322596-1.58430996756886
Winsorized Mean ( 38 / 80 )-0.8195187136929460.551339169430008-1.48641482254959
Winsorized Mean ( 39 / 80 )-0.7968679668049790.54717395426503-1.45633387809064
Winsorized Mean ( 40 / 80 )-0.8041509543568470.544826119780562-1.47597724330972
Winsorized Mean ( 41 / 80 )-0.7748708298755190.539237501158851-1.43697504014517
Winsorized Mean ( 42 / 80 )-0.7663401244813280.536792593046717-1.42762797849305
Winsorized Mean ( 43 / 80 )-0.6956238589211620.524474822007763-1.32632460078487
Winsorized Mean ( 44 / 80 )-0.5587929875518670.510889597208732-1.09376466188558
Winsorized Mean ( 45 / 80 )-0.5967386307053940.50503415757104-1.18158073421292
Winsorized Mean ( 46 / 80 )-0.619398879668050.501813630175359-1.23432055731846
Winsorized Mean ( 47 / 80 )-0.6009206639004150.48881816626323-1.2293337387482
Winsorized Mean ( 48 / 80 )-0.5586468049792530.483488958590109-1.15544894056797
Winsorized Mean ( 49 / 80 )-0.6111601659751040.475422924335146-1.28550840670921
Winsorized Mean ( 50 / 80 )-0.5023593360995850.465734522499867-1.07863882068078
Winsorized Mean ( 51 / 80 )-0.466801120331950.456355481267366-1.02288925956488
Winsorized Mean ( 52 / 80 )-0.3394852697095440.443457632113205-0.765541610123604
Winsorized Mean ( 53 / 80 )-0.3929800829875520.437474815187812-0.898291900115078
Winsorized Mean ( 54 / 80 )-0.5075205809128630.415314077010445-1.22201632211975
Winsorized Mean ( 55 / 80 )-0.5035176763485480.406220305438142-1.23951872815777
Winsorized Mean ( 56 / 80 )-0.5217792531120330.40386869063619-1.29195271931108
Winsorized Mean ( 57 / 80 )-0.5093740663900410.398600338216538-1.27790675910899
Winsorized Mean ( 58 / 80 )-0.5221436929460580.397252527726831-1.31438733929242
Winsorized Mean ( 59 / 80 )-0.5112299170124480.394618659734921-1.29550365752055
Winsorized Mean ( 60 / 80 )-0.5162166390041490.391824503603119-1.31746900527443
Winsorized Mean ( 61 / 80 )-0.4666193360995850.37241997959435-1.25293851475917
Winsorized Mean ( 62 / 80 )-0.4146602489626560.367924576493482-1.12702514443202
Winsorized Mean ( 63 / 80 )-0.440424896265560.358864791957377-1.22727251637957
Winsorized Mean ( 64 / 80 )-0.3873500414937760.352424491848029-1.09910080160038
Winsorized Mean ( 65 / 80 )-0.4397330290456430.34820902531693-1.26284213525313
Winsorized Mean ( 66 / 80 )-0.4266946058091290.346482084741249-1.23150553693932
Winsorized Mean ( 67 / 80 )-0.401301327800830.344071603211439-1.16633085687755
Winsorized Mean ( 68 / 80 )-0.3803539419087130.341473986769351-1.11385920054175
Winsorized Mean ( 69 / 80 )-0.4740965975103730.33188058864754-1.42851559786122
Winsorized Mean ( 70 / 80 )-0.455292448132780.329977818002908-1.37976683065638
Winsorized Mean ( 71 / 80 )-0.3995883817427390.318945767470152-1.25284114886439
Winsorized Mean ( 72 / 80 )-0.4799057261410790.306383345607009-1.56635709160459
Winsorized Mean ( 73 / 80 )-0.5099478008298760.296798117858088-1.71816386340329
Winsorized Mean ( 74 / 80 )-0.5227427385892120.292960150186192-1.78434759217928
Winsorized Mean ( 75 / 80 )-0.5172468879668050.291816790600855-1.77250557413707
Winsorized Mean ( 76 / 80 )-0.5446415767634850.28689533921563-1.89839813449926
Winsorized Mean ( 77 / 80 )-0.6189960995850620.281043996363376-2.20248824950785
Winsorized Mean ( 78 / 80 )-0.5299692946058090.273983638579357-1.93431000972822
Winsorized Mean ( 79 / 80 )-0.5517057676348550.270962352314262-2.03609749813135
Winsorized Mean ( 80 / 80 )-0.4914103319502070.264170108192788-1.86020415145374
Trimmed Mean ( 1 / 80 )-0.09158313807531380.983873217313124-0.093084288162066
Trimmed Mean ( 2 / 80 )-0.1799873417721520.943184613229977-0.19082938721379
Trimmed Mean ( 3 / 80 )-0.2721287659574470.899831245120869-0.30242200127302
Trimmed Mean ( 4 / 80 )-0.2910850214592270.878531701920984-0.331331266501534
Trimmed Mean ( 5 / 80 )-0.3105019913419910.855958544134041-0.362753539257115
Trimmed Mean ( 6 / 80 )-0.3243102620087340.835286318635673-0.388262389522255
Trimmed Mean ( 7 / 80 )-0.3397793832599120.816550827539624-0.416115411068423
Trimmed Mean ( 8 / 80 )-0.3526010666666670.797229067340867-0.442283254727222
Trimmed Mean ( 9 / 80 )-0.3637540807174890.77867819306511-0.467143017432714
Trimmed Mean ( 10 / 80 )-0.3773022624434390.759671023788936-0.496665333582958
Trimmed Mean ( 11 / 80 )-0.4004367579908680.742160787267789-0.53955526196021
Trimmed Mean ( 12 / 80 )-0.427369308755760.725840422153886-0.588792378753954
Trimmed Mean ( 13 / 80 )-0.4587519534883720.710464769518265-0.645706829065474
Trimmed Mean ( 14 / 80 )-0.491145586854460.696153844452943-0.70551299941526
Trimmed Mean ( 15 / 80 )-0.5250379620853080.68197132381056-0.769882755702429
Trimmed Mean ( 16 / 80 )-0.5553355980861240.66772503162841-0.831683060812927
Trimmed Mean ( 17 / 80 )-0.5841421256038650.653319711631788-0.894113732072863
Trimmed Mean ( 18 / 80 )-0.6065737560975610.639482485326677-0.948538497950722
Trimmed Mean ( 19 / 80 )-0.617457241379310.627290226140115-0.984324664483759
Trimmed Mean ( 20 / 80 )-0.623672636815920.615830131471243-1.01273485161556
Trimmed Mean ( 21 / 80 )-0.6245394974874370.606510584435872-1.02972563631076
Trimmed Mean ( 22 / 80 )-0.6249350761421320.596838990110431-1.04707481665449
Trimmed Mean ( 23 / 80 )-0.6260785128205130.587922667248442-1.06489942929169
Trimmed Mean ( 24 / 80 )-0.6269824352331610.579013535538219-1.08284590385327
Trimmed Mean ( 25 / 80 )-0.6257891099476440.571522614647714-1.09495074019666
Trimmed Mean ( 26 / 80 )-0.6253701587301590.563858730224645-1.10909014121499
Trimmed Mean ( 27 / 80 )-0.6240345989304810.556745587346396-1.12086132896859
Trimmed Mean ( 28 / 80 )-0.6255688108108110.549620383740836-1.13818342499063
Trimmed Mean ( 29 / 80 )-0.6309372131147540.54277184043651-1.16243542149744
Trimmed Mean ( 30 / 80 )-0.6337715469613260.53597063754588-1.18247437931164
Trimmed Mean ( 31 / 80 )-0.6337715469613260.528991222560352-1.19807573345703
Trimmed Mean ( 32 / 80 )-0.6352728248587570.522391558353915-1.21608554866495
Trimmed Mean ( 33 / 80 )-0.6325261714285710.515874656875634-1.22612375505986
Trimmed Mean ( 34 / 80 )-0.626809364161850.509639353403047-1.22990769840754
Trimmed Mean ( 35 / 80 )-0.6179440350877190.503531748893459-1.22721960719595
Trimmed Mean ( 36 / 80 )-0.6070366863905330.497379552632133-1.22046972614394
Trimmed Mean ( 37 / 80 )-0.5950319161676650.492059658724941-1.20926783087553
Trimmed Mean ( 38 / 80 )-0.5835634545454550.486497893873912-1.19951897406713
Trimmed Mean ( 39 / 80 )-0.5743827607361960.481029141204687-1.19407061139314
Trimmed Mean ( 40 / 80 )-0.5658433540372670.475419770238089-1.19019735707224
Trimmed Mean ( 41 / 80 )-0.5568131446540880.469530036998253-1.18589461967938
Trimmed Mean ( 42 / 80 )-0.5486491082802550.463555904226634-1.18356621774796
Trimmed Mean ( 43 / 80 )-0.5405901935483870.457271388433036-1.18220865600375
Trimmed Mean ( 44 / 80 )-0.5349110457516340.451323188959575-1.18520620884726
Trimmed Mean ( 45 / 80 )-0.534044768211920.445810819507422-1.19791791684641
Trimmed Mean ( 46 / 80 )-0.5317913422818790.440233718807956-1.20797503590102
Trimmed Mean ( 47 / 80 )-0.5286689795918370.434404671978278-1.21699653271287
Trimmed Mean ( 48 / 80 )-0.5261139310344830.428963895569854-1.226476019236
Trimmed Mean ( 49 / 80 )-0.5249716783216780.423416189500047-1.23984791167656
Trimmed Mean ( 50 / 80 )-0.521965248226950.417932577788325-1.24892213712834
Trimmed Mean ( 51 / 80 )-0.5226451079136690.412628823135825-1.26662287898785
Trimmed Mean ( 52 / 80 )-0.5245713138686130.407489983088759-1.28732321195329
Trimmed Mean ( 53 / 80 )-0.5309254074074070.402754441770844-1.31823600770985
Trimmed Mean ( 54 / 80 )-0.5356416541353380.397990975171879-1.34586381991203
Trimmed Mean ( 55 / 80 )-0.5365996946564880.394289536593141-1.36092806137586
Trimmed Mean ( 56 / 80 )-0.5377234108527130.390828160329646-1.37585636203688
Trimmed Mean ( 57 / 80 )-0.5382637007874010.387170905569501-1.39024831939697
Trimmed Mean ( 58 / 80 )-0.539240880.38349633340144-1.40611743329376
Trimmed Mean ( 59 / 80 )-0.5398184552845530.379529496326642-1.42233597259054
Trimmed Mean ( 60 / 80 )-0.5407835537190080.375330326959734-1.44082029848077
Trimmed Mean ( 61 / 80 )-0.5416127731092440.370885592948323-1.46032303062446
Trimmed Mean ( 62 / 80 )-0.5416127731092440.36737065468996-1.47429514631846
Trimmed Mean ( 63 / 80 )-0.5485218260869570.363775831835243-1.50785670207851
Trimmed Mean ( 64 / 80 )-0.5521812389380530.360430132137502-1.53200631607404
Trimmed Mean ( 65 / 80 )-0.5577730630630630.357151674511248-1.56172601969838
Trimmed Mean ( 66 / 80 )-0.5617882568807340.353792276169959-1.58790424415839
Trimmed Mean ( 67 / 80 )-0.5663985046728970.350144003672173-1.61761589155528
Trimmed Mean ( 68 / 80 )-0.5720542857142860.346223924357234-1.65226677150144
Trimmed Mean ( 69 / 80 )-0.5786504854368930.342013963644832-1.69189140487199
Trimmed Mean ( 70 / 80 )-0.5822661386138610.338073328266118-1.72230723316784
Trimmed Mean ( 71 / 80 )-0.5866818181818180.333770305048002-1.7577412049806
Trimmed Mean ( 72 / 80 )-0.5932288659793810.329834018056682-1.79856786596656
Trimmed Mean ( 73 / 80 )-0.5972216842105260.326451136062983-1.82943668511328
Trimmed Mean ( 74 / 80 )-0.6003197849462370.323406694011089-1.85623796929093
Trimmed Mean ( 75 / 80 )-0.6030961538461540.320233013410116-1.88330412103321
Trimmed Mean ( 76 / 80 )-0.6061957303370790.316667266766944-1.91429867862919
Trimmed Mean ( 77 / 80 )-0.6084393103448280.313011639520688-1.94382327531502
Trimmed Mean ( 78 / 80 )-0.6080505882352940.309342584308932-1.96562199670528
Trimmed Mean ( 79 / 80 )-0.6109572289156630.305768274433714-1.99810536278547
Trimmed Mean ( 80 / 80 )-0.6131887654320990.301899936711437-2.03109935070373
Median-0.34667
Midrange10.944175
Midmean - Weighted Average at Xnp-0.604083999999999
Midmean - Weighted Average at X(n+1)p-0.540783553719007
Midmean - Empirical Distribution Function-0.540783553719007
Midmean - Empirical Distribution Function - Averaging-0.540783553719007
Midmean - Empirical Distribution Function - Interpolation-0.540783553719007
Midmean - Closest Observation-0.602727622950818
Midmean - True Basic - Statistics Graphics Toolkit-0.540783553719007
Midmean - MS Excel (old versions)-0.540783553719007
Number of observations241



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')