Free Statistics

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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_centraltendency.wasp
Title produced by softwareCentral Tendency
Date of computationTue, 09 Dec 2014 09:12:03 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/09/t1418116414n44oe28ueuecors.htm/, Retrieved Thu, 31 Oct 2024 23:49:31 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=264339, Retrieved Thu, 31 Oct 2024 23:49:31 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact161
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Central Tendency] [] [2014-12-09 09:12:03] [fbbeb95c33c8ff026e5ecae513ae1a4b] [Current]
- RM      [Skewness and Kurtosis Test] [] [2014-12-09 09:33:10] [a30ebaf79f34e9d2b1bcdd5006125d11]
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Dataseries X:
0.788647
155.546
0.804609
-36.458
-373.178
-122.882
28.857
389.336
0.192475
-392.352
-0.333889
-465.271
127.299
-0.592593
-0.772991
157.499
0.338633
-117.163
-201.784
0.274245
-43.271
287.752
-392.859
141.637
0.607079
-354.384
368.036
309.364
-115.072
0.128362
-0.676746
-0.304062
-127.232
-160.345
177.963
154.967
-0.695907
177.835
-261.035
-0.291895
-383.766
0.342448
134.074
-0.781391
428.306
-20.836
275.479
-134.655
349.671
287.124
110.839
-0.4887
-0.0762528
-0.0157928
35.219
0.383231
-598.015
424.678
0.243905
309.108
-270.595
0.244925
-171.004
25.597
-413.286
0.651963
-172.227
-0.819322
20.013
143.301
-0.977559
0.79769
-0.908709
448.222
194.025
0.998415
200.179
118.189
0.900923
-158.675
0.0137252
272.521
0.94123
-527.164
-111.036
151.888
243.151
219.318
-170.284
14.569
377.349
-49.378
-160.221
-17.217
-213.913
-231.655
-399.999
15.555
3.698
-221.629
22.222
-0.0199941
-0.335398
-124.417
456.209
-173.408
343.824
-497.681
-189.564
-0.82813
0.411369
139.089
-703.218
126.729
264.204
208.347
0.485818
-0.322359
-0.861858
242.983
0.187527
0.981152
207.985
430.777
-258.886
-0.768782
122.887
0.552352
321.084
0.528052
0.278547
-0.508539
110.899
144.948
0.235916
0.242562
296.039
-153.091
230.876
190.934
-168.682
1.75
0.765164
336.301
0.172055
132.501
-0.451406
0.121986
-0.0518328
146.372
-659.251
185.813
225.258
-0.418306
142.656
-0.0546135
233.698
107.746
-133.143
-221.299
215.225
222.065
-0.186408
695.394
140.298
-119.505
221.247
0.756864
-0.111472
-288.406
153.504
234.866
-189.034
-109.064
-104.734
304.802
-0.898278
265.844
-105.103
-401.209
-149.378
-21.393
32.506
0.329592
-355.545
0.331875
1.742
-258.549
-368.308
0.221832
-259.049
148.466
-326.543
312.244
-0.511446
0.814855
-155.819
0.324036
10.222
0.761676
-0.44085
0.44602
-190.043
-0.0403802
-114.181
116.564
-0.546115
-0.110474
400.563
254.003
-0.779087
-0.276851
-170.008
-0.407898
0.053794
-0.751286
166.354
159.219
-14.018
-0.374637
232.538
-453.326
-190.857
135.805
256.572
195.865
172.377
191.714
43.247
304.601
251.389
333.648
-0.51165
-320.736
-256.739
-683.009
-0.790756
-116.604
0.0858566
-0.853281
-103.688
-142.423
0.498612
160.583
-29.507
-0.185396
0.794177
-0.154671
101.777
-112.852
-324.748
-109.485
0.586205
102.015
-333.903
111.957
-476.411
-563.266
-233.745
-666.835
-155.625
-230.465
-390.149
0.515657
183.422
0.389291
-0.315294
105.478
151.538
-14.733
-0.125959
-0.977684
153.734
216.946
0.697948
-0.483122
0.832608
-339.313




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 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=264339&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=264339&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264339&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 time2 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net







Central Tendency - Ungrouped Data
MeasureValueS.E.Value/S.E.
Arithmetic Mean-2.5514176956834512.9653882466937-0.196786833308604
Geometric MeanNaN
Harmonic Mean-3.56364470030037
Quadratic Mean215.802149487896
Winsorized Mean ( 1 / 92 )-3.3391011489208612.8118618695759-0.260625753142887
Winsorized Mean ( 2 / 92 )-3.2802018683453212.7824319987952-0.256617979165037
Winsorized Mean ( 3 / 92 )-3.3866155374100712.7435794506726-0.265750729653224
Winsorized Mean ( 4 / 92 )-2.5410759690647512.5820300105335-0.201960730258742
Winsorized Mean ( 5 / 92 )-1.9813457532374112.4697850840587-0.158891732285775
Winsorized Mean ( 6 / 92 )-1.7226335230215812.2833676607908-0.140241143194005
Winsorized Mean ( 7 / 92 )-1.2629500697841712.1380924688166-0.104048479860304
Winsorized Mean ( 8 / 92 )-0.9958133791366912.0095071060739-0.0829187551446677
Winsorized Mean ( 9 / 92 )-0.93666589712230311.9243999098938-0.0785503592801465
Winsorized Mean ( 10 / 92 )-1.1676011489208611.792073912384-0.099015759025616
Winsorized Mean ( 11 / 92 )0.18535928273381611.55516979585840.0160412426652747
Winsorized Mean ( 12 / 92 )0.38193482230216111.45387940748950.0333454551697498
Winsorized Mean ( 13 / 92 )0.31445640503597211.43362618169890.0275027712152514
Winsorized Mean ( 14 / 92 )0.041305325899282411.3226955889730.003648011692508
Winsorized Mean ( 15 / 92 )-0.40831697625898711.2709688223394-0.0362273184049353
Winsorized Mean ( 16 / 92 )-0.4472810050359711.2385264220987-0.0397989014072579
Winsorized Mean ( 17 / 92 )-0.072608343165464611.1883727226856-0.00648962498525308
Winsorized Mean ( 18 / 92 )0.33413985827338411.07646194363080.030166659712628
Winsorized Mean ( 19 / 92 )0.65324417482014511.03474891588570.0591988254376798
Winsorized Mean ( 20 / 92 )0.95547439064748110.86410782262010.087947800799445
Winsorized Mean ( 21 / 92 )0.41717942661870510.7929336379750.03865301507561
Winsorized Mean ( 22 / 92 )1.5601506496402910.64844072486540.146514470047916
Winsorized Mean ( 23 / 92 )1.0443053258992810.5047385777770.099412785779222
Winsorized Mean ( 24 / 92 )1.424334102877710.40797680246070.136850238034827
Winsorized Mean ( 25 / 92 )0.98530532589928210.33359835862740.0953496828214406
Winsorized Mean ( 26 / 92 )1.2071470525179910.27684919940580.117462758195166
Winsorized Mean ( 27 / 92 )3.605873671223029.862727052313770.365606150519708
Winsorized Mean ( 28 / 92 )5.141039138848929.650272580515220.532735121827455
Winsorized Mean ( 29 / 92 )5.865621872661879.522996272547760.615942892844648
Winsorized Mean ( 30 / 92 )5.190945613669079.419386331052380.551091698676416
Winsorized Mean ( 31 / 92 )5.190388059712239.415837508159880.551240190287287
Winsorized Mean ( 32 / 92 )4.294848491366919.327614794324750.460444452957046
Winsorized Mean ( 33 / 92 )4.371057124460449.293427622831930.470338534054077
Winsorized Mean ( 34 / 92 )7.041402448201449.002188372466230.782187858869741
Winsorized Mean ( 35 / 92 )7.095287340287778.957928833869170.79206783977353
Winsorized Mean ( 36 / 92 )6.521877268345338.877927897275820.734617057471998
Winsorized Mean ( 37 / 92 )7.272924030935268.727802965487270.833305249865848
Winsorized Mean ( 38 / 92 )7.206218994964038.713607580356140.827007519963333
Winsorized Mean ( 39 / 92 )7.971769354676268.592241568374050.927786921636189
Winsorized Mean ( 40 / 92 )9.375654246762598.401318849352281.11597410060034
Winsorized Mean ( 41 / 92 )10.7333736712238.234274634437691.3034995974428
Winsorized Mean ( 42 / 92 )9.817229786330948.131000962801821.20738268649129
Winsorized Mean ( 43 / 92 )9.83532690863318.11949510869291.21132247473161
Winsorized Mean ( 44 / 92 )8.683729786330948.004251168818181.08488971712429
Winsorized Mean ( 45 / 92 )10.51480892302167.722248389073771.36162531859232
Winsorized Mean ( 46 / 92 )10.4057657575547.679126005980751.35507162526694
Winsorized Mean ( 47 / 92 )10.22182331151087.62773785335391.34008581679512
Winsorized Mean ( 48 / 92 )10.21146359928067.605520253066971.34263840730195
Winsorized Mean ( 49 / 92 )9.357488779136697.524416984204381.24361645543839
Winsorized Mean ( 50 / 92 )9.165942016546777.467585204789541.2274305234131
Winsorized Mean ( 51 / 92 )9.693920433812957.252972270103411.3365445327526
Winsorized Mean ( 52 / 92 )9.69317223237417.249004317241481.33717291481249
Winsorized Mean ( 53 / 92 )8.947359282733817.137461489409041.25357724115365
Winsorized Mean ( 54 / 92 )8.332186620863316.994370303111011.19127044462562
Winsorized Mean ( 55 / 92 )7.228823311510796.898729564999381.04784848331875
Winsorized Mean ( 56 / 92 )7.46450676474826.83329041074991.09237370520727
Winsorized Mean ( 57 / 92 )7.873143455395696.740675473550761.16800511852092
Winsorized Mean ( 58 / 92 )8.916726189208636.586682933384171.35375063281318
Winsorized Mean ( 59 / 92 )10.44244921079146.44134648458141.6211593702943
Winsorized Mean ( 60 / 92 )10.50266503812956.393303591980541.64276025485534
Winsorized Mean ( 61 / 92 )11.74921539784176.284826411394051.86945742471757
Winsorized Mean ( 62 / 92 )12.01661827553966.205514322664231.93644195319179
Winsorized Mean ( 63 / 92 )12.28516144100726.171499323441941.99062833797016
Winsorized Mean ( 64 / 92 )12.35537726834536.052677874591532.04130758721058
Winsorized Mean ( 65 / 92 )12.41336287985615.969985915578052.07929517010497
Winsorized Mean ( 66 / 92 )12.20800316762595.932237113397612.05790883510958
Winsorized Mean ( 67 / 92 )12.18028734028785.871286889794472.07455155384413
Winsorized Mean ( 68 / 92 )12.24046000215835.841528749849022.09542065550472
Winsorized Mean ( 69 / 92 )12.31740244820145.795403604174492.12537439831267
Winsorized Mean ( 70 / 92 )12.43751036187055.732644604346692.16959382977273
Winsorized Mean ( 71 / 92 )12.52485568561155.67702005736022.20623770200938
Winsorized Mean ( 72 / 92 )11.78335928273385.600315462914182.10405277359183
Winsorized Mean ( 73 / 92 )12.36893482230225.483195519269932.25578948969324
Winsorized Mean ( 74 / 92 )12.04844561366915.442088099789872.21393799452351
Winsorized Mean ( 75 / 92 )10.92722259208635.308551439513612.05841889573694
Winsorized Mean ( 76 / 92 )25.61873338345324.230257402763146.05606962988102
Winsorized Mean ( 77 / 92 )26.24608949856124.031488523700016.5102726559353
Winsorized Mean ( 78 / 92 )26.83950676474823.80023350884097.06259410173309
Winsorized Mean ( 79 / 92 )28.35301036187053.643962183231277.78081904701014
Winsorized Mean ( 80 / 92 )29.3622189949643.397851414574888.64140758745851
Winsorized Mean ( 81 / 92 )29.21624417482013.362069594453898.68995818022791
Winsorized Mean ( 82 / 92 )30.26602115323743.304129784465139.16005820822709
Winsorized Mean ( 83 / 92 )30.08419741223023.184750845534739.44632684670155
Winsorized Mean ( 84 / 92 )29.61494561366913.113492154895019.51180993570471
Winsorized Mean ( 85 / 92 )32.54326165683452.8333260247677611.4858866831261
Winsorized Mean ( 86 / 92 )32.46967442661872.8268073669385111.4863413780416
Winsorized Mean ( 87 / 92 )14.17427856330941.2171982537353511.6450040244563
Winsorized Mean ( 88 / 92 )11.6363430525180.99908680717467711.6469789901685
Winsorized Mean ( 89 / 92 )10.77945233309350.92470917184565211.6571270852419
Winsorized Mean ( 90 / 92 )9.600898124460430.8246729768535511.6420670907535
Winsorized Mean ( 91 / 92 )8.542008703597120.73458183320391311.6283963439999
Winsorized Mean ( 92 / 92 )7.428017106474820.6410968202339811.5864201350489
Trimmed Mean ( 1 / 92 )-2.5415584036231912.5564583370471-0.202410451689588
Trimmed Mean ( 2 / 92 )-1.7323726985401512.2871053552186-0.140991116170772
Trimmed Mean ( 3 / 92 )-0.94138646838235212.0189555848287-0.0783251474504695
Trimmed Mean ( 4 / 92 )-0.1021597014814811.7503906265994-0.00869415364372833
Trimmed Mean ( 5 / 92 )0.53032045000000111.51440631139320.046057124931857
Trimmed Mean ( 6 / 92 )1.055315340601511.29265120052880.0934515130115851
Trimmed Mean ( 7 / 92 )1.5428593962121211.09725098387680.139030774238931
Trimmed Mean ( 8 / 92 )1.9681674832061110.91766774706120.18027361967815
Trimmed Mean ( 9 / 92 )2.3643149253846210.74934216823730.219949731656214
Trimmed Mean ( 10 / 92 )2.7595227930232610.58465499640360.260709753313723
Trimmed Mean ( 11 / 92 )3.1859839085937510.42904609663760.305491401521461
Trimmed Mean ( 12 / 92 )3.4845428370078710.29479998320080.338476011451802
Trimmed Mean ( 13 / 92 )3.7697693674603210.16535441530720.370844853356391
Trimmed Mean ( 14 / 92 )4.065331522410.03146750630360.405257906666738
Trimmed Mean ( 15 / 92 )4.38753177661299.902030200069180.443094162304438
Trimmed Mean ( 16 / 92 )4.748845043089439.770854968756510.486021444210813
Trimmed Mean ( 17 / 92 )5.118856068032799.635803007662550.5312329511056
Trimmed Mean ( 18 / 92 )5.469664795867779.498153432124320.575866123342298
Trimmed Mean ( 19 / 92 )5.800145335833339.363005456353780.619474736276836
Trimmed Mean ( 20 / 92 )6.116562523529419.224102315182490.663106534872429
Trimmed Mean ( 21 / 92 )6.420541866949159.091806242631050.706189913819714
Trimmed Mean ( 22 / 92 )6.760170429914538.957858653236110.754663663672831
Trimmed Mean ( 23 / 92 )7.043400347413798.828016608476730.797846295469207
Trimmed Mean ( 24 / 92 )7.358664698260878.701871210093750.845641646560475
Trimmed Mean ( 25 / 92 )7.660152985087728.575939806603040.893214406564489
Trimmed Mean ( 26 / 92 )7.988579117699128.448242332069290.945590668886793
Trimmed Mean ( 27 / 92 )8.312280716964298.31732851753030.999393098330146
Trimmed Mean ( 28 / 92 )8.530562525225238.208649318947921.03921634288046
Trimmed Mean ( 29 / 92 )8.683531275454558.108488897970691.07091856259775
Trimmed Mean ( 30 / 92 )8.807444406422028.011192671607771.09939240852816
Trimmed Mean ( 31 / 92 )8.962596669444457.915075235408131.13234510132642
Trimmed Mean ( 32 / 92 )9.120672339252347.813586920060811.16728366018885
Trimmed Mean ( 33 / 92 )9.318428682075477.711752409565351.20834126761088
Trimmed Mean ( 34 / 92 )9.516894669523817.606045841778411.25122762437869
Trimmed Mean ( 35 / 92 )9.614206156730777.512847632900511.27970200202489
Trimmed Mean ( 36 / 92 )9.711329517475737.416813220275741.30936687079127
Trimmed Mean ( 37 / 92 )9.832063140196087.319889007402911.34319839143087
Trimmed Mean ( 38 / 92 )9.927251884158427.226394802107961.37374889637397
Trimmed Mean ( 39 / 92 )10.0267844037.127948719377761.40668582193101
Trimmed Mean ( 40 / 92 )10.10076707373747.030875249721141.43663010862524
Trimmed Mean ( 41 / 92 )10.12647898265316.939431896512491.45926628197652
Trimmed Mean ( 42 / 92 )10.10526742577326.852298712111371.47472663559051
Trimmed Mean ( 43 / 92 )10.11519729479176.765786205639021.49505127524737
Trimmed Mean ( 44 / 92 )10.12472042421056.674323483796291.51696579417989
Trimmed Mean ( 45 / 92 )10.17314830106386.583791566609921.54518079713482
Trimmed Mean ( 46 / 92 )10.16180043333336.504194425108971.56234573709919
Trimmed Mean ( 47 / 92 )10.15378739456526.421825615412831.58113720344499
Trimmed Mean ( 48 / 92 )10.1515762670336.336940459269321.60196806838919
Trimmed Mean ( 49 / 92 )10.1515762670336.247548238827521.62488961732901
Trimmed Mean ( 50 / 92 )10.1748982056186.156850749156771.65261407498168
Trimmed Mean ( 51 / 92 )10.20677204886366.063215321002041.68339264045414
Trimmed Mean ( 52 / 92 )10.22283839425295.97610394692421.71061924040233
Trimmed Mean ( 53 / 92 )10.23930163139535.882919674898371.74051358802077
Trimmed Mean ( 54 / 92 )10.27916400352945.789831788526411.77538214908064
Trimmed Mean ( 55 / 92 )10.33882667023815.698759984075361.81422391873477
Trimmed Mean ( 56 / 92 )10.43352337710845.606755712390851.86088424613373
Trimmed Mean ( 57 / 92 )10.52339561341465.51189786112721.90921455341746
Trimmed Mean ( 58 / 92 )10.60318444814815.415678921390951.95786799809484
Trimmed Mean ( 59 / 92 )10.653705503755.321976718729342.00183241430895
Trimmed Mean ( 60 / 92 )10.66000557341775.230351574074362.03810497677764
Trimmed Mean ( 61 / 92 )10.66467872179495.134493015478012.07706558167399
Trimmed Mean ( 62 / 92 )10.63258364025975.038006234298922.1104744904587
Trimmed Mean ( 63 / 92 )10.59175579342114.938835226341832.14458577944223
Trimmed Mean ( 64 / 92 )10.5419392044.83354177469082.18099681256492
Trimmed Mean ( 65 / 92 )10.48871540945954.727498915385462.2186605639029
Trimmed Mean ( 66 / 92 )10.43233479863014.618003545343852.25905733856542
Trimmed Mean ( 67 / 92 )10.38039500416674.50134563575072.30606486240986
Trimmed Mean ( 68 / 92 )10.32780197605634.378407746269862.35880314821181
Trimmed Mean ( 69 / 92 )10.27194914714294.245892806238192.41926718735127
Trimmed Mean ( 70 / 92 )10.21223101884064.103807654722062.48847701404569
Trimmed Mean ( 71 / 92 )10.14724912205883.95216782762522.56751473232759
Trimmed Mean ( 72 / 92 )10.07777522835823.788822309070772.65987011431788
Trimmed Mean ( 73 / 92 )10.02788545909093.613877990627872.77482678859025
Trimmed Mean ( 74 / 92 )9.959306773846153.429086733865222.90436129115351
Trimmed Mean ( 75 / 92 )9.89799125468753.224506505004113.06961429270706
Trimmed Mean ( 76 / 92 )9.867713338095243.006193930124743.28246066869205
Trimmed Mean ( 77 / 92 )9.403071617741932.864435803327983.28269588266464
Trimmed Mean ( 78 / 92 )8.904630168852462.723035396763043.27011179488805
Trimmed Mean ( 79 / 92 )8.3719490052.585027233394123.23863087276171
Trimmed Mean ( 80 / 92 )7.776075259322032.440690822686943.18601405267768
Trimmed Mean ( 81 / 92 )7.129421384482762.29870155064463.10149935840237
Trimmed Mean ( 82 / 92 )6.464472636842112.138075511716133.02350062073036
Trimmed Mean ( 83 / 92 )5.743998933928571.952116566427542.94244669233064
Trimmed Mean ( 84 / 92 )5.002862550909091.74455473912912.86770167693711
Trimmed Mean ( 85 / 92 )4.248656301851851.499184627838482.83397803243056
Trimmed Mean ( 86 / 92 )3.375637401886791.210406308549712.78884650389126
Trimmed Mean ( 87 / 92 )2.471328111538460.7801418532305423.16779326901226
Trimmed Mean ( 88 / 92 )2.104704241176470.6848444838025173.07325866084275
Trimmed Mean ( 89 / 92 )1.8035911060.6127533395693472.94342109545677
Trimmed Mean ( 90 / 92 )1.517499679591840.5387719535214152.81658996848937
Trimmed Mean ( 91 / 92 )1.257408850.468268695307332.68522936211815
Trimmed Mean ( 92 / 92 )1.020663612765960.399862636135542.55253559729943
Median0.190001
Midrange-3.91199999999998
Midmean - Weighted Average at Xnp9.32687683884891
Midmean - Weighted Average at X(n+1)p10.2719491471428
Midmean - Empirical Distribution Function10.2719491471428
Midmean - Empirical Distribution Function - Averaging10.2719491471428
Midmean - Empirical Distribution Function - Interpolation10.2122310188406
Midmean - Closest Observation10.2719491471428
Midmean - True Basic - Statistics Graphics Toolkit10.2719491471428
Midmean - MS Excel (old versions)10.2719491471428
Number of observations278

\begin{tabular}{lllllllll}
\hline
Central Tendency - Ungrouped Data \tabularnewline
Measure & Value & S.E. & Value/S.E. \tabularnewline
Arithmetic Mean & -2.55141769568345 & 12.9653882466937 & -0.196786833308604 \tabularnewline
Geometric Mean & NaN &  &  \tabularnewline
Harmonic Mean & -3.56364470030037 &  &  \tabularnewline
Quadratic Mean & 215.802149487896 &  &  \tabularnewline
Winsorized Mean ( 1 / 92 ) & -3.33910114892086 & 12.8118618695759 & -0.260625753142887 \tabularnewline
Winsorized Mean ( 2 / 92 ) & -3.28020186834532 & 12.7824319987952 & -0.256617979165037 \tabularnewline
Winsorized Mean ( 3 / 92 ) & -3.38661553741007 & 12.7435794506726 & -0.265750729653224 \tabularnewline
Winsorized Mean ( 4 / 92 ) & -2.54107596906475 & 12.5820300105335 & -0.201960730258742 \tabularnewline
Winsorized Mean ( 5 / 92 ) & -1.98134575323741 & 12.4697850840587 & -0.158891732285775 \tabularnewline
Winsorized Mean ( 6 / 92 ) & -1.72263352302158 & 12.2833676607908 & -0.140241143194005 \tabularnewline
Winsorized Mean ( 7 / 92 ) & -1.26295006978417 & 12.1380924688166 & -0.104048479860304 \tabularnewline
Winsorized Mean ( 8 / 92 ) & -0.99581337913669 & 12.0095071060739 & -0.0829187551446677 \tabularnewline
Winsorized Mean ( 9 / 92 ) & -0.936665897122303 & 11.9243999098938 & -0.0785503592801465 \tabularnewline
Winsorized Mean ( 10 / 92 ) & -1.16760114892086 & 11.792073912384 & -0.099015759025616 \tabularnewline
Winsorized Mean ( 11 / 92 ) & 0.185359282733816 & 11.5551697958584 & 0.0160412426652747 \tabularnewline
Winsorized Mean ( 12 / 92 ) & 0.381934822302161 & 11.4538794074895 & 0.0333454551697498 \tabularnewline
Winsorized Mean ( 13 / 92 ) & 0.314456405035972 & 11.4336261816989 & 0.0275027712152514 \tabularnewline
Winsorized Mean ( 14 / 92 ) & 0.0413053258992824 & 11.322695588973 & 0.003648011692508 \tabularnewline
Winsorized Mean ( 15 / 92 ) & -0.408316976258987 & 11.2709688223394 & -0.0362273184049353 \tabularnewline
Winsorized Mean ( 16 / 92 ) & -0.44728100503597 & 11.2385264220987 & -0.0397989014072579 \tabularnewline
Winsorized Mean ( 17 / 92 ) & -0.0726083431654646 & 11.1883727226856 & -0.00648962498525308 \tabularnewline
Winsorized Mean ( 18 / 92 ) & 0.334139858273384 & 11.0764619436308 & 0.030166659712628 \tabularnewline
Winsorized Mean ( 19 / 92 ) & 0.653244174820145 & 11.0347489158857 & 0.0591988254376798 \tabularnewline
Winsorized Mean ( 20 / 92 ) & 0.955474390647481 & 10.8641078226201 & 0.087947800799445 \tabularnewline
Winsorized Mean ( 21 / 92 ) & 0.417179426618705 & 10.792933637975 & 0.03865301507561 \tabularnewline
Winsorized Mean ( 22 / 92 ) & 1.56015064964029 & 10.6484407248654 & 0.146514470047916 \tabularnewline
Winsorized Mean ( 23 / 92 ) & 1.04430532589928 & 10.504738577777 & 0.099412785779222 \tabularnewline
Winsorized Mean ( 24 / 92 ) & 1.4243341028777 & 10.4079768024607 & 0.136850238034827 \tabularnewline
Winsorized Mean ( 25 / 92 ) & 0.985305325899282 & 10.3335983586274 & 0.0953496828214406 \tabularnewline
Winsorized Mean ( 26 / 92 ) & 1.20714705251799 & 10.2768491994058 & 0.117462758195166 \tabularnewline
Winsorized Mean ( 27 / 92 ) & 3.60587367122302 & 9.86272705231377 & 0.365606150519708 \tabularnewline
Winsorized Mean ( 28 / 92 ) & 5.14103913884892 & 9.65027258051522 & 0.532735121827455 \tabularnewline
Winsorized Mean ( 29 / 92 ) & 5.86562187266187 & 9.52299627254776 & 0.615942892844648 \tabularnewline
Winsorized Mean ( 30 / 92 ) & 5.19094561366907 & 9.41938633105238 & 0.551091698676416 \tabularnewline
Winsorized Mean ( 31 / 92 ) & 5.19038805971223 & 9.41583750815988 & 0.551240190287287 \tabularnewline
Winsorized Mean ( 32 / 92 ) & 4.29484849136691 & 9.32761479432475 & 0.460444452957046 \tabularnewline
Winsorized Mean ( 33 / 92 ) & 4.37105712446044 & 9.29342762283193 & 0.470338534054077 \tabularnewline
Winsorized Mean ( 34 / 92 ) & 7.04140244820144 & 9.00218837246623 & 0.782187858869741 \tabularnewline
Winsorized Mean ( 35 / 92 ) & 7.09528734028777 & 8.95792883386917 & 0.79206783977353 \tabularnewline
Winsorized Mean ( 36 / 92 ) & 6.52187726834533 & 8.87792789727582 & 0.734617057471998 \tabularnewline
Winsorized Mean ( 37 / 92 ) & 7.27292403093526 & 8.72780296548727 & 0.833305249865848 \tabularnewline
Winsorized Mean ( 38 / 92 ) & 7.20621899496403 & 8.71360758035614 & 0.827007519963333 \tabularnewline
Winsorized Mean ( 39 / 92 ) & 7.97176935467626 & 8.59224156837405 & 0.927786921636189 \tabularnewline
Winsorized Mean ( 40 / 92 ) & 9.37565424676259 & 8.40131884935228 & 1.11597410060034 \tabularnewline
Winsorized Mean ( 41 / 92 ) & 10.733373671223 & 8.23427463443769 & 1.3034995974428 \tabularnewline
Winsorized Mean ( 42 / 92 ) & 9.81722978633094 & 8.13100096280182 & 1.20738268649129 \tabularnewline
Winsorized Mean ( 43 / 92 ) & 9.8353269086331 & 8.1194951086929 & 1.21132247473161 \tabularnewline
Winsorized Mean ( 44 / 92 ) & 8.68372978633094 & 8.00425116881818 & 1.08488971712429 \tabularnewline
Winsorized Mean ( 45 / 92 ) & 10.5148089230216 & 7.72224838907377 & 1.36162531859232 \tabularnewline
Winsorized Mean ( 46 / 92 ) & 10.405765757554 & 7.67912600598075 & 1.35507162526694 \tabularnewline
Winsorized Mean ( 47 / 92 ) & 10.2218233115108 & 7.6277378533539 & 1.34008581679512 \tabularnewline
Winsorized Mean ( 48 / 92 ) & 10.2114635992806 & 7.60552025306697 & 1.34263840730195 \tabularnewline
Winsorized Mean ( 49 / 92 ) & 9.35748877913669 & 7.52441698420438 & 1.24361645543839 \tabularnewline
Winsorized Mean ( 50 / 92 ) & 9.16594201654677 & 7.46758520478954 & 1.2274305234131 \tabularnewline
Winsorized Mean ( 51 / 92 ) & 9.69392043381295 & 7.25297227010341 & 1.3365445327526 \tabularnewline
Winsorized Mean ( 52 / 92 ) & 9.6931722323741 & 7.24900431724148 & 1.33717291481249 \tabularnewline
Winsorized Mean ( 53 / 92 ) & 8.94735928273381 & 7.13746148940904 & 1.25357724115365 \tabularnewline
Winsorized Mean ( 54 / 92 ) & 8.33218662086331 & 6.99437030311101 & 1.19127044462562 \tabularnewline
Winsorized Mean ( 55 / 92 ) & 7.22882331151079 & 6.89872956499938 & 1.04784848331875 \tabularnewline
Winsorized Mean ( 56 / 92 ) & 7.4645067647482 & 6.8332904107499 & 1.09237370520727 \tabularnewline
Winsorized Mean ( 57 / 92 ) & 7.87314345539569 & 6.74067547355076 & 1.16800511852092 \tabularnewline
Winsorized Mean ( 58 / 92 ) & 8.91672618920863 & 6.58668293338417 & 1.35375063281318 \tabularnewline
Winsorized Mean ( 59 / 92 ) & 10.4424492107914 & 6.4413464845814 & 1.6211593702943 \tabularnewline
Winsorized Mean ( 60 / 92 ) & 10.5026650381295 & 6.39330359198054 & 1.64276025485534 \tabularnewline
Winsorized Mean ( 61 / 92 ) & 11.7492153978417 & 6.28482641139405 & 1.86945742471757 \tabularnewline
Winsorized Mean ( 62 / 92 ) & 12.0166182755396 & 6.20551432266423 & 1.93644195319179 \tabularnewline
Winsorized Mean ( 63 / 92 ) & 12.2851614410072 & 6.17149932344194 & 1.99062833797016 \tabularnewline
Winsorized Mean ( 64 / 92 ) & 12.3553772683453 & 6.05267787459153 & 2.04130758721058 \tabularnewline
Winsorized Mean ( 65 / 92 ) & 12.4133628798561 & 5.96998591557805 & 2.07929517010497 \tabularnewline
Winsorized Mean ( 66 / 92 ) & 12.2080031676259 & 5.93223711339761 & 2.05790883510958 \tabularnewline
Winsorized Mean ( 67 / 92 ) & 12.1802873402878 & 5.87128688979447 & 2.07455155384413 \tabularnewline
Winsorized Mean ( 68 / 92 ) & 12.2404600021583 & 5.84152874984902 & 2.09542065550472 \tabularnewline
Winsorized Mean ( 69 / 92 ) & 12.3174024482014 & 5.79540360417449 & 2.12537439831267 \tabularnewline
Winsorized Mean ( 70 / 92 ) & 12.4375103618705 & 5.73264460434669 & 2.16959382977273 \tabularnewline
Winsorized Mean ( 71 / 92 ) & 12.5248556856115 & 5.6770200573602 & 2.20623770200938 \tabularnewline
Winsorized Mean ( 72 / 92 ) & 11.7833592827338 & 5.60031546291418 & 2.10405277359183 \tabularnewline
Winsorized Mean ( 73 / 92 ) & 12.3689348223022 & 5.48319551926993 & 2.25578948969324 \tabularnewline
Winsorized Mean ( 74 / 92 ) & 12.0484456136691 & 5.44208809978987 & 2.21393799452351 \tabularnewline
Winsorized Mean ( 75 / 92 ) & 10.9272225920863 & 5.30855143951361 & 2.05841889573694 \tabularnewline
Winsorized Mean ( 76 / 92 ) & 25.6187333834532 & 4.23025740276314 & 6.05606962988102 \tabularnewline
Winsorized Mean ( 77 / 92 ) & 26.2460894985612 & 4.03148852370001 & 6.5102726559353 \tabularnewline
Winsorized Mean ( 78 / 92 ) & 26.8395067647482 & 3.8002335088409 & 7.06259410173309 \tabularnewline
Winsorized Mean ( 79 / 92 ) & 28.3530103618705 & 3.64396218323127 & 7.78081904701014 \tabularnewline
Winsorized Mean ( 80 / 92 ) & 29.362218994964 & 3.39785141457488 & 8.64140758745851 \tabularnewline
Winsorized Mean ( 81 / 92 ) & 29.2162441748201 & 3.36206959445389 & 8.68995818022791 \tabularnewline
Winsorized Mean ( 82 / 92 ) & 30.2660211532374 & 3.30412978446513 & 9.16005820822709 \tabularnewline
Winsorized Mean ( 83 / 92 ) & 30.0841974122302 & 3.18475084553473 & 9.44632684670155 \tabularnewline
Winsorized Mean ( 84 / 92 ) & 29.6149456136691 & 3.11349215489501 & 9.51180993570471 \tabularnewline
Winsorized Mean ( 85 / 92 ) & 32.5432616568345 & 2.83332602476776 & 11.4858866831261 \tabularnewline
Winsorized Mean ( 86 / 92 ) & 32.4696744266187 & 2.82680736693851 & 11.4863413780416 \tabularnewline
Winsorized Mean ( 87 / 92 ) & 14.1742785633094 & 1.21719825373535 & 11.6450040244563 \tabularnewline
Winsorized Mean ( 88 / 92 ) & 11.636343052518 & 0.999086807174677 & 11.6469789901685 \tabularnewline
Winsorized Mean ( 89 / 92 ) & 10.7794523330935 & 0.924709171845652 & 11.6571270852419 \tabularnewline
Winsorized Mean ( 90 / 92 ) & 9.60089812446043 & 0.82467297685355 & 11.6420670907535 \tabularnewline
Winsorized Mean ( 91 / 92 ) & 8.54200870359712 & 0.734581833203913 & 11.6283963439999 \tabularnewline
Winsorized Mean ( 92 / 92 ) & 7.42801710647482 & 0.64109682023398 & 11.5864201350489 \tabularnewline
Trimmed Mean ( 1 / 92 ) & -2.54155840362319 & 12.5564583370471 & -0.202410451689588 \tabularnewline
Trimmed Mean ( 2 / 92 ) & -1.73237269854015 & 12.2871053552186 & -0.140991116170772 \tabularnewline
Trimmed Mean ( 3 / 92 ) & -0.941386468382352 & 12.0189555848287 & -0.0783251474504695 \tabularnewline
Trimmed Mean ( 4 / 92 ) & -0.10215970148148 & 11.7503906265994 & -0.00869415364372833 \tabularnewline
Trimmed Mean ( 5 / 92 ) & 0.530320450000001 & 11.5144063113932 & 0.046057124931857 \tabularnewline
Trimmed Mean ( 6 / 92 ) & 1.0553153406015 & 11.2926512005288 & 0.0934515130115851 \tabularnewline
Trimmed Mean ( 7 / 92 ) & 1.54285939621212 & 11.0972509838768 & 0.139030774238931 \tabularnewline
Trimmed Mean ( 8 / 92 ) & 1.96816748320611 & 10.9176677470612 & 0.18027361967815 \tabularnewline
Trimmed Mean ( 9 / 92 ) & 2.36431492538462 & 10.7493421682373 & 0.219949731656214 \tabularnewline
Trimmed Mean ( 10 / 92 ) & 2.75952279302326 & 10.5846549964036 & 0.260709753313723 \tabularnewline
Trimmed Mean ( 11 / 92 ) & 3.18598390859375 & 10.4290460966376 & 0.305491401521461 \tabularnewline
Trimmed Mean ( 12 / 92 ) & 3.48454283700787 & 10.2947999832008 & 0.338476011451802 \tabularnewline
Trimmed Mean ( 13 / 92 ) & 3.76976936746032 & 10.1653544153072 & 0.370844853356391 \tabularnewline
Trimmed Mean ( 14 / 92 ) & 4.0653315224 & 10.0314675063036 & 0.405257906666738 \tabularnewline
Trimmed Mean ( 15 / 92 ) & 4.3875317766129 & 9.90203020006918 & 0.443094162304438 \tabularnewline
Trimmed Mean ( 16 / 92 ) & 4.74884504308943 & 9.77085496875651 & 0.486021444210813 \tabularnewline
Trimmed Mean ( 17 / 92 ) & 5.11885606803279 & 9.63580300766255 & 0.5312329511056 \tabularnewline
Trimmed Mean ( 18 / 92 ) & 5.46966479586777 & 9.49815343212432 & 0.575866123342298 \tabularnewline
Trimmed Mean ( 19 / 92 ) & 5.80014533583333 & 9.36300545635378 & 0.619474736276836 \tabularnewline
Trimmed Mean ( 20 / 92 ) & 6.11656252352941 & 9.22410231518249 & 0.663106534872429 \tabularnewline
Trimmed Mean ( 21 / 92 ) & 6.42054186694915 & 9.09180624263105 & 0.706189913819714 \tabularnewline
Trimmed Mean ( 22 / 92 ) & 6.76017042991453 & 8.95785865323611 & 0.754663663672831 \tabularnewline
Trimmed Mean ( 23 / 92 ) & 7.04340034741379 & 8.82801660847673 & 0.797846295469207 \tabularnewline
Trimmed Mean ( 24 / 92 ) & 7.35866469826087 & 8.70187121009375 & 0.845641646560475 \tabularnewline
Trimmed Mean ( 25 / 92 ) & 7.66015298508772 & 8.57593980660304 & 0.893214406564489 \tabularnewline
Trimmed Mean ( 26 / 92 ) & 7.98857911769912 & 8.44824233206929 & 0.945590668886793 \tabularnewline
Trimmed Mean ( 27 / 92 ) & 8.31228071696429 & 8.3173285175303 & 0.999393098330146 \tabularnewline
Trimmed Mean ( 28 / 92 ) & 8.53056252522523 & 8.20864931894792 & 1.03921634288046 \tabularnewline
Trimmed Mean ( 29 / 92 ) & 8.68353127545455 & 8.10848889797069 & 1.07091856259775 \tabularnewline
Trimmed Mean ( 30 / 92 ) & 8.80744440642202 & 8.01119267160777 & 1.09939240852816 \tabularnewline
Trimmed Mean ( 31 / 92 ) & 8.96259666944445 & 7.91507523540813 & 1.13234510132642 \tabularnewline
Trimmed Mean ( 32 / 92 ) & 9.12067233925234 & 7.81358692006081 & 1.16728366018885 \tabularnewline
Trimmed Mean ( 33 / 92 ) & 9.31842868207547 & 7.71175240956535 & 1.20834126761088 \tabularnewline
Trimmed Mean ( 34 / 92 ) & 9.51689466952381 & 7.60604584177841 & 1.25122762437869 \tabularnewline
Trimmed Mean ( 35 / 92 ) & 9.61420615673077 & 7.51284763290051 & 1.27970200202489 \tabularnewline
Trimmed Mean ( 36 / 92 ) & 9.71132951747573 & 7.41681322027574 & 1.30936687079127 \tabularnewline
Trimmed Mean ( 37 / 92 ) & 9.83206314019608 & 7.31988900740291 & 1.34319839143087 \tabularnewline
Trimmed Mean ( 38 / 92 ) & 9.92725188415842 & 7.22639480210796 & 1.37374889637397 \tabularnewline
Trimmed Mean ( 39 / 92 ) & 10.026784403 & 7.12794871937776 & 1.40668582193101 \tabularnewline
Trimmed Mean ( 40 / 92 ) & 10.1007670737374 & 7.03087524972114 & 1.43663010862524 \tabularnewline
Trimmed Mean ( 41 / 92 ) & 10.1264789826531 & 6.93943189651249 & 1.45926628197652 \tabularnewline
Trimmed Mean ( 42 / 92 ) & 10.1052674257732 & 6.85229871211137 & 1.47472663559051 \tabularnewline
Trimmed Mean ( 43 / 92 ) & 10.1151972947917 & 6.76578620563902 & 1.49505127524737 \tabularnewline
Trimmed Mean ( 44 / 92 ) & 10.1247204242105 & 6.67432348379629 & 1.51696579417989 \tabularnewline
Trimmed Mean ( 45 / 92 ) & 10.1731483010638 & 6.58379156660992 & 1.54518079713482 \tabularnewline
Trimmed Mean ( 46 / 92 ) & 10.1618004333333 & 6.50419442510897 & 1.56234573709919 \tabularnewline
Trimmed Mean ( 47 / 92 ) & 10.1537873945652 & 6.42182561541283 & 1.58113720344499 \tabularnewline
Trimmed Mean ( 48 / 92 ) & 10.151576267033 & 6.33694045926932 & 1.60196806838919 \tabularnewline
Trimmed Mean ( 49 / 92 ) & 10.151576267033 & 6.24754823882752 & 1.62488961732901 \tabularnewline
Trimmed Mean ( 50 / 92 ) & 10.174898205618 & 6.15685074915677 & 1.65261407498168 \tabularnewline
Trimmed Mean ( 51 / 92 ) & 10.2067720488636 & 6.06321532100204 & 1.68339264045414 \tabularnewline
Trimmed Mean ( 52 / 92 ) & 10.2228383942529 & 5.9761039469242 & 1.71061924040233 \tabularnewline
Trimmed Mean ( 53 / 92 ) & 10.2393016313953 & 5.88291967489837 & 1.74051358802077 \tabularnewline
Trimmed Mean ( 54 / 92 ) & 10.2791640035294 & 5.78983178852641 & 1.77538214908064 \tabularnewline
Trimmed Mean ( 55 / 92 ) & 10.3388266702381 & 5.69875998407536 & 1.81422391873477 \tabularnewline
Trimmed Mean ( 56 / 92 ) & 10.4335233771084 & 5.60675571239085 & 1.86088424613373 \tabularnewline
Trimmed Mean ( 57 / 92 ) & 10.5233956134146 & 5.5118978611272 & 1.90921455341746 \tabularnewline
Trimmed Mean ( 58 / 92 ) & 10.6031844481481 & 5.41567892139095 & 1.95786799809484 \tabularnewline
Trimmed Mean ( 59 / 92 ) & 10.65370550375 & 5.32197671872934 & 2.00183241430895 \tabularnewline
Trimmed Mean ( 60 / 92 ) & 10.6600055734177 & 5.23035157407436 & 2.03810497677764 \tabularnewline
Trimmed Mean ( 61 / 92 ) & 10.6646787217949 & 5.13449301547801 & 2.07706558167399 \tabularnewline
Trimmed Mean ( 62 / 92 ) & 10.6325836402597 & 5.03800623429892 & 2.1104744904587 \tabularnewline
Trimmed Mean ( 63 / 92 ) & 10.5917557934211 & 4.93883522634183 & 2.14458577944223 \tabularnewline
Trimmed Mean ( 64 / 92 ) & 10.541939204 & 4.8335417746908 & 2.18099681256492 \tabularnewline
Trimmed Mean ( 65 / 92 ) & 10.4887154094595 & 4.72749891538546 & 2.2186605639029 \tabularnewline
Trimmed Mean ( 66 / 92 ) & 10.4323347986301 & 4.61800354534385 & 2.25905733856542 \tabularnewline
Trimmed Mean ( 67 / 92 ) & 10.3803950041667 & 4.5013456357507 & 2.30606486240986 \tabularnewline
Trimmed Mean ( 68 / 92 ) & 10.3278019760563 & 4.37840774626986 & 2.35880314821181 \tabularnewline
Trimmed Mean ( 69 / 92 ) & 10.2719491471429 & 4.24589280623819 & 2.41926718735127 \tabularnewline
Trimmed Mean ( 70 / 92 ) & 10.2122310188406 & 4.10380765472206 & 2.48847701404569 \tabularnewline
Trimmed Mean ( 71 / 92 ) & 10.1472491220588 & 3.9521678276252 & 2.56751473232759 \tabularnewline
Trimmed Mean ( 72 / 92 ) & 10.0777752283582 & 3.78882230907077 & 2.65987011431788 \tabularnewline
Trimmed Mean ( 73 / 92 ) & 10.0278854590909 & 3.61387799062787 & 2.77482678859025 \tabularnewline
Trimmed Mean ( 74 / 92 ) & 9.95930677384615 & 3.42908673386522 & 2.90436129115351 \tabularnewline
Trimmed Mean ( 75 / 92 ) & 9.8979912546875 & 3.22450650500411 & 3.06961429270706 \tabularnewline
Trimmed Mean ( 76 / 92 ) & 9.86771333809524 & 3.00619393012474 & 3.28246066869205 \tabularnewline
Trimmed Mean ( 77 / 92 ) & 9.40307161774193 & 2.86443580332798 & 3.28269588266464 \tabularnewline
Trimmed Mean ( 78 / 92 ) & 8.90463016885246 & 2.72303539676304 & 3.27011179488805 \tabularnewline
Trimmed Mean ( 79 / 92 ) & 8.371949005 & 2.58502723339412 & 3.23863087276171 \tabularnewline
Trimmed Mean ( 80 / 92 ) & 7.77607525932203 & 2.44069082268694 & 3.18601405267768 \tabularnewline
Trimmed Mean ( 81 / 92 ) & 7.12942138448276 & 2.2987015506446 & 3.10149935840237 \tabularnewline
Trimmed Mean ( 82 / 92 ) & 6.46447263684211 & 2.13807551171613 & 3.02350062073036 \tabularnewline
Trimmed Mean ( 83 / 92 ) & 5.74399893392857 & 1.95211656642754 & 2.94244669233064 \tabularnewline
Trimmed Mean ( 84 / 92 ) & 5.00286255090909 & 1.7445547391291 & 2.86770167693711 \tabularnewline
Trimmed Mean ( 85 / 92 ) & 4.24865630185185 & 1.49918462783848 & 2.83397803243056 \tabularnewline
Trimmed Mean ( 86 / 92 ) & 3.37563740188679 & 1.21040630854971 & 2.78884650389126 \tabularnewline
Trimmed Mean ( 87 / 92 ) & 2.47132811153846 & 0.780141853230542 & 3.16779326901226 \tabularnewline
Trimmed Mean ( 88 / 92 ) & 2.10470424117647 & 0.684844483802517 & 3.07325866084275 \tabularnewline
Trimmed Mean ( 89 / 92 ) & 1.803591106 & 0.612753339569347 & 2.94342109545677 \tabularnewline
Trimmed Mean ( 90 / 92 ) & 1.51749967959184 & 0.538771953521415 & 2.81658996848937 \tabularnewline
Trimmed Mean ( 91 / 92 ) & 1.25740885 & 0.46826869530733 & 2.68522936211815 \tabularnewline
Trimmed Mean ( 92 / 92 ) & 1.02066361276596 & 0.39986263613554 & 2.55253559729943 \tabularnewline
Median & 0.190001 &  &  \tabularnewline
Midrange & -3.91199999999998 &  &  \tabularnewline
Midmean - Weighted Average at Xnp & 9.32687683884891 &  &  \tabularnewline
Midmean - Weighted Average at X(n+1)p & 10.2719491471428 &  &  \tabularnewline
Midmean - Empirical Distribution Function & 10.2719491471428 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Averaging & 10.2719491471428 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Interpolation & 10.2122310188406 &  &  \tabularnewline
Midmean - Closest Observation & 10.2719491471428 &  &  \tabularnewline
Midmean - True Basic - Statistics Graphics Toolkit & 10.2719491471428 &  &  \tabularnewline
Midmean - MS Excel (old versions) & 10.2719491471428 &  &  \tabularnewline
Number of observations & 278 &  &  \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=264339&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]-2.55141769568345[/C][C]12.9653882466937[/C][C]-0.196786833308604[/C][/ROW]
[ROW][C]Geometric Mean[/C][C]NaN[/C][C][/C][C][/C][/ROW]
[ROW][C]Harmonic Mean[/C][C]-3.56364470030037[/C][C][/C][C][/C][/ROW]
[ROW][C]Quadratic Mean[/C][C]215.802149487896[/C][C][/C][C][/C][/ROW]
[ROW][C]Winsorized Mean ( 1 / 92 )[/C][C]-3.33910114892086[/C][C]12.8118618695759[/C][C]-0.260625753142887[/C][/ROW]
[ROW][C]Winsorized Mean ( 2 / 92 )[/C][C]-3.28020186834532[/C][C]12.7824319987952[/C][C]-0.256617979165037[/C][/ROW]
[ROW][C]Winsorized Mean ( 3 / 92 )[/C][C]-3.38661553741007[/C][C]12.7435794506726[/C][C]-0.265750729653224[/C][/ROW]
[ROW][C]Winsorized Mean ( 4 / 92 )[/C][C]-2.54107596906475[/C][C]12.5820300105335[/C][C]-0.201960730258742[/C][/ROW]
[ROW][C]Winsorized Mean ( 5 / 92 )[/C][C]-1.98134575323741[/C][C]12.4697850840587[/C][C]-0.158891732285775[/C][/ROW]
[ROW][C]Winsorized Mean ( 6 / 92 )[/C][C]-1.72263352302158[/C][C]12.2833676607908[/C][C]-0.140241143194005[/C][/ROW]
[ROW][C]Winsorized Mean ( 7 / 92 )[/C][C]-1.26295006978417[/C][C]12.1380924688166[/C][C]-0.104048479860304[/C][/ROW]
[ROW][C]Winsorized Mean ( 8 / 92 )[/C][C]-0.99581337913669[/C][C]12.0095071060739[/C][C]-0.0829187551446677[/C][/ROW]
[ROW][C]Winsorized Mean ( 9 / 92 )[/C][C]-0.936665897122303[/C][C]11.9243999098938[/C][C]-0.0785503592801465[/C][/ROW]
[ROW][C]Winsorized Mean ( 10 / 92 )[/C][C]-1.16760114892086[/C][C]11.792073912384[/C][C]-0.099015759025616[/C][/ROW]
[ROW][C]Winsorized Mean ( 11 / 92 )[/C][C]0.185359282733816[/C][C]11.5551697958584[/C][C]0.0160412426652747[/C][/ROW]
[ROW][C]Winsorized Mean ( 12 / 92 )[/C][C]0.381934822302161[/C][C]11.4538794074895[/C][C]0.0333454551697498[/C][/ROW]
[ROW][C]Winsorized Mean ( 13 / 92 )[/C][C]0.314456405035972[/C][C]11.4336261816989[/C][C]0.0275027712152514[/C][/ROW]
[ROW][C]Winsorized Mean ( 14 / 92 )[/C][C]0.0413053258992824[/C][C]11.322695588973[/C][C]0.003648011692508[/C][/ROW]
[ROW][C]Winsorized Mean ( 15 / 92 )[/C][C]-0.408316976258987[/C][C]11.2709688223394[/C][C]-0.0362273184049353[/C][/ROW]
[ROW][C]Winsorized Mean ( 16 / 92 )[/C][C]-0.44728100503597[/C][C]11.2385264220987[/C][C]-0.0397989014072579[/C][/ROW]
[ROW][C]Winsorized Mean ( 17 / 92 )[/C][C]-0.0726083431654646[/C][C]11.1883727226856[/C][C]-0.00648962498525308[/C][/ROW]
[ROW][C]Winsorized Mean ( 18 / 92 )[/C][C]0.334139858273384[/C][C]11.0764619436308[/C][C]0.030166659712628[/C][/ROW]
[ROW][C]Winsorized Mean ( 19 / 92 )[/C][C]0.653244174820145[/C][C]11.0347489158857[/C][C]0.0591988254376798[/C][/ROW]
[ROW][C]Winsorized Mean ( 20 / 92 )[/C][C]0.955474390647481[/C][C]10.8641078226201[/C][C]0.087947800799445[/C][/ROW]
[ROW][C]Winsorized Mean ( 21 / 92 )[/C][C]0.417179426618705[/C][C]10.792933637975[/C][C]0.03865301507561[/C][/ROW]
[ROW][C]Winsorized Mean ( 22 / 92 )[/C][C]1.56015064964029[/C][C]10.6484407248654[/C][C]0.146514470047916[/C][/ROW]
[ROW][C]Winsorized Mean ( 23 / 92 )[/C][C]1.04430532589928[/C][C]10.504738577777[/C][C]0.099412785779222[/C][/ROW]
[ROW][C]Winsorized Mean ( 24 / 92 )[/C][C]1.4243341028777[/C][C]10.4079768024607[/C][C]0.136850238034827[/C][/ROW]
[ROW][C]Winsorized Mean ( 25 / 92 )[/C][C]0.985305325899282[/C][C]10.3335983586274[/C][C]0.0953496828214406[/C][/ROW]
[ROW][C]Winsorized Mean ( 26 / 92 )[/C][C]1.20714705251799[/C][C]10.2768491994058[/C][C]0.117462758195166[/C][/ROW]
[ROW][C]Winsorized Mean ( 27 / 92 )[/C][C]3.60587367122302[/C][C]9.86272705231377[/C][C]0.365606150519708[/C][/ROW]
[ROW][C]Winsorized Mean ( 28 / 92 )[/C][C]5.14103913884892[/C][C]9.65027258051522[/C][C]0.532735121827455[/C][/ROW]
[ROW][C]Winsorized Mean ( 29 / 92 )[/C][C]5.86562187266187[/C][C]9.52299627254776[/C][C]0.615942892844648[/C][/ROW]
[ROW][C]Winsorized Mean ( 30 / 92 )[/C][C]5.19094561366907[/C][C]9.41938633105238[/C][C]0.551091698676416[/C][/ROW]
[ROW][C]Winsorized Mean ( 31 / 92 )[/C][C]5.19038805971223[/C][C]9.41583750815988[/C][C]0.551240190287287[/C][/ROW]
[ROW][C]Winsorized Mean ( 32 / 92 )[/C][C]4.29484849136691[/C][C]9.32761479432475[/C][C]0.460444452957046[/C][/ROW]
[ROW][C]Winsorized Mean ( 33 / 92 )[/C][C]4.37105712446044[/C][C]9.29342762283193[/C][C]0.470338534054077[/C][/ROW]
[ROW][C]Winsorized Mean ( 34 / 92 )[/C][C]7.04140244820144[/C][C]9.00218837246623[/C][C]0.782187858869741[/C][/ROW]
[ROW][C]Winsorized Mean ( 35 / 92 )[/C][C]7.09528734028777[/C][C]8.95792883386917[/C][C]0.79206783977353[/C][/ROW]
[ROW][C]Winsorized Mean ( 36 / 92 )[/C][C]6.52187726834533[/C][C]8.87792789727582[/C][C]0.734617057471998[/C][/ROW]
[ROW][C]Winsorized Mean ( 37 / 92 )[/C][C]7.27292403093526[/C][C]8.72780296548727[/C][C]0.833305249865848[/C][/ROW]
[ROW][C]Winsorized Mean ( 38 / 92 )[/C][C]7.20621899496403[/C][C]8.71360758035614[/C][C]0.827007519963333[/C][/ROW]
[ROW][C]Winsorized Mean ( 39 / 92 )[/C][C]7.97176935467626[/C][C]8.59224156837405[/C][C]0.927786921636189[/C][/ROW]
[ROW][C]Winsorized Mean ( 40 / 92 )[/C][C]9.37565424676259[/C][C]8.40131884935228[/C][C]1.11597410060034[/C][/ROW]
[ROW][C]Winsorized Mean ( 41 / 92 )[/C][C]10.733373671223[/C][C]8.23427463443769[/C][C]1.3034995974428[/C][/ROW]
[ROW][C]Winsorized Mean ( 42 / 92 )[/C][C]9.81722978633094[/C][C]8.13100096280182[/C][C]1.20738268649129[/C][/ROW]
[ROW][C]Winsorized Mean ( 43 / 92 )[/C][C]9.8353269086331[/C][C]8.1194951086929[/C][C]1.21132247473161[/C][/ROW]
[ROW][C]Winsorized Mean ( 44 / 92 )[/C][C]8.68372978633094[/C][C]8.00425116881818[/C][C]1.08488971712429[/C][/ROW]
[ROW][C]Winsorized Mean ( 45 / 92 )[/C][C]10.5148089230216[/C][C]7.72224838907377[/C][C]1.36162531859232[/C][/ROW]
[ROW][C]Winsorized Mean ( 46 / 92 )[/C][C]10.405765757554[/C][C]7.67912600598075[/C][C]1.35507162526694[/C][/ROW]
[ROW][C]Winsorized Mean ( 47 / 92 )[/C][C]10.2218233115108[/C][C]7.6277378533539[/C][C]1.34008581679512[/C][/ROW]
[ROW][C]Winsorized Mean ( 48 / 92 )[/C][C]10.2114635992806[/C][C]7.60552025306697[/C][C]1.34263840730195[/C][/ROW]
[ROW][C]Winsorized Mean ( 49 / 92 )[/C][C]9.35748877913669[/C][C]7.52441698420438[/C][C]1.24361645543839[/C][/ROW]
[ROW][C]Winsorized Mean ( 50 / 92 )[/C][C]9.16594201654677[/C][C]7.46758520478954[/C][C]1.2274305234131[/C][/ROW]
[ROW][C]Winsorized Mean ( 51 / 92 )[/C][C]9.69392043381295[/C][C]7.25297227010341[/C][C]1.3365445327526[/C][/ROW]
[ROW][C]Winsorized Mean ( 52 / 92 )[/C][C]9.6931722323741[/C][C]7.24900431724148[/C][C]1.33717291481249[/C][/ROW]
[ROW][C]Winsorized Mean ( 53 / 92 )[/C][C]8.94735928273381[/C][C]7.13746148940904[/C][C]1.25357724115365[/C][/ROW]
[ROW][C]Winsorized Mean ( 54 / 92 )[/C][C]8.33218662086331[/C][C]6.99437030311101[/C][C]1.19127044462562[/C][/ROW]
[ROW][C]Winsorized Mean ( 55 / 92 )[/C][C]7.22882331151079[/C][C]6.89872956499938[/C][C]1.04784848331875[/C][/ROW]
[ROW][C]Winsorized Mean ( 56 / 92 )[/C][C]7.4645067647482[/C][C]6.8332904107499[/C][C]1.09237370520727[/C][/ROW]
[ROW][C]Winsorized Mean ( 57 / 92 )[/C][C]7.87314345539569[/C][C]6.74067547355076[/C][C]1.16800511852092[/C][/ROW]
[ROW][C]Winsorized Mean ( 58 / 92 )[/C][C]8.91672618920863[/C][C]6.58668293338417[/C][C]1.35375063281318[/C][/ROW]
[ROW][C]Winsorized Mean ( 59 / 92 )[/C][C]10.4424492107914[/C][C]6.4413464845814[/C][C]1.6211593702943[/C][/ROW]
[ROW][C]Winsorized Mean ( 60 / 92 )[/C][C]10.5026650381295[/C][C]6.39330359198054[/C][C]1.64276025485534[/C][/ROW]
[ROW][C]Winsorized Mean ( 61 / 92 )[/C][C]11.7492153978417[/C][C]6.28482641139405[/C][C]1.86945742471757[/C][/ROW]
[ROW][C]Winsorized Mean ( 62 / 92 )[/C][C]12.0166182755396[/C][C]6.20551432266423[/C][C]1.93644195319179[/C][/ROW]
[ROW][C]Winsorized Mean ( 63 / 92 )[/C][C]12.2851614410072[/C][C]6.17149932344194[/C][C]1.99062833797016[/C][/ROW]
[ROW][C]Winsorized Mean ( 64 / 92 )[/C][C]12.3553772683453[/C][C]6.05267787459153[/C][C]2.04130758721058[/C][/ROW]
[ROW][C]Winsorized Mean ( 65 / 92 )[/C][C]12.4133628798561[/C][C]5.96998591557805[/C][C]2.07929517010497[/C][/ROW]
[ROW][C]Winsorized Mean ( 66 / 92 )[/C][C]12.2080031676259[/C][C]5.93223711339761[/C][C]2.05790883510958[/C][/ROW]
[ROW][C]Winsorized Mean ( 67 / 92 )[/C][C]12.1802873402878[/C][C]5.87128688979447[/C][C]2.07455155384413[/C][/ROW]
[ROW][C]Winsorized Mean ( 68 / 92 )[/C][C]12.2404600021583[/C][C]5.84152874984902[/C][C]2.09542065550472[/C][/ROW]
[ROW][C]Winsorized Mean ( 69 / 92 )[/C][C]12.3174024482014[/C][C]5.79540360417449[/C][C]2.12537439831267[/C][/ROW]
[ROW][C]Winsorized Mean ( 70 / 92 )[/C][C]12.4375103618705[/C][C]5.73264460434669[/C][C]2.16959382977273[/C][/ROW]
[ROW][C]Winsorized Mean ( 71 / 92 )[/C][C]12.5248556856115[/C][C]5.6770200573602[/C][C]2.20623770200938[/C][/ROW]
[ROW][C]Winsorized Mean ( 72 / 92 )[/C][C]11.7833592827338[/C][C]5.60031546291418[/C][C]2.10405277359183[/C][/ROW]
[ROW][C]Winsorized Mean ( 73 / 92 )[/C][C]12.3689348223022[/C][C]5.48319551926993[/C][C]2.25578948969324[/C][/ROW]
[ROW][C]Winsorized Mean ( 74 / 92 )[/C][C]12.0484456136691[/C][C]5.44208809978987[/C][C]2.21393799452351[/C][/ROW]
[ROW][C]Winsorized Mean ( 75 / 92 )[/C][C]10.9272225920863[/C][C]5.30855143951361[/C][C]2.05841889573694[/C][/ROW]
[ROW][C]Winsorized Mean ( 76 / 92 )[/C][C]25.6187333834532[/C][C]4.23025740276314[/C][C]6.05606962988102[/C][/ROW]
[ROW][C]Winsorized Mean ( 77 / 92 )[/C][C]26.2460894985612[/C][C]4.03148852370001[/C][C]6.5102726559353[/C][/ROW]
[ROW][C]Winsorized Mean ( 78 / 92 )[/C][C]26.8395067647482[/C][C]3.8002335088409[/C][C]7.06259410173309[/C][/ROW]
[ROW][C]Winsorized Mean ( 79 / 92 )[/C][C]28.3530103618705[/C][C]3.64396218323127[/C][C]7.78081904701014[/C][/ROW]
[ROW][C]Winsorized Mean ( 80 / 92 )[/C][C]29.362218994964[/C][C]3.39785141457488[/C][C]8.64140758745851[/C][/ROW]
[ROW][C]Winsorized Mean ( 81 / 92 )[/C][C]29.2162441748201[/C][C]3.36206959445389[/C][C]8.68995818022791[/C][/ROW]
[ROW][C]Winsorized Mean ( 82 / 92 )[/C][C]30.2660211532374[/C][C]3.30412978446513[/C][C]9.16005820822709[/C][/ROW]
[ROW][C]Winsorized Mean ( 83 / 92 )[/C][C]30.0841974122302[/C][C]3.18475084553473[/C][C]9.44632684670155[/C][/ROW]
[ROW][C]Winsorized Mean ( 84 / 92 )[/C][C]29.6149456136691[/C][C]3.11349215489501[/C][C]9.51180993570471[/C][/ROW]
[ROW][C]Winsorized Mean ( 85 / 92 )[/C][C]32.5432616568345[/C][C]2.83332602476776[/C][C]11.4858866831261[/C][/ROW]
[ROW][C]Winsorized Mean ( 86 / 92 )[/C][C]32.4696744266187[/C][C]2.82680736693851[/C][C]11.4863413780416[/C][/ROW]
[ROW][C]Winsorized Mean ( 87 / 92 )[/C][C]14.1742785633094[/C][C]1.21719825373535[/C][C]11.6450040244563[/C][/ROW]
[ROW][C]Winsorized Mean ( 88 / 92 )[/C][C]11.636343052518[/C][C]0.999086807174677[/C][C]11.6469789901685[/C][/ROW]
[ROW][C]Winsorized Mean ( 89 / 92 )[/C][C]10.7794523330935[/C][C]0.924709171845652[/C][C]11.6571270852419[/C][/ROW]
[ROW][C]Winsorized Mean ( 90 / 92 )[/C][C]9.60089812446043[/C][C]0.82467297685355[/C][C]11.6420670907535[/C][/ROW]
[ROW][C]Winsorized Mean ( 91 / 92 )[/C][C]8.54200870359712[/C][C]0.734581833203913[/C][C]11.6283963439999[/C][/ROW]
[ROW][C]Winsorized Mean ( 92 / 92 )[/C][C]7.42801710647482[/C][C]0.64109682023398[/C][C]11.5864201350489[/C][/ROW]
[ROW][C]Trimmed Mean ( 1 / 92 )[/C][C]-2.54155840362319[/C][C]12.5564583370471[/C][C]-0.202410451689588[/C][/ROW]
[ROW][C]Trimmed Mean ( 2 / 92 )[/C][C]-1.73237269854015[/C][C]12.2871053552186[/C][C]-0.140991116170772[/C][/ROW]
[ROW][C]Trimmed Mean ( 3 / 92 )[/C][C]-0.941386468382352[/C][C]12.0189555848287[/C][C]-0.0783251474504695[/C][/ROW]
[ROW][C]Trimmed Mean ( 4 / 92 )[/C][C]-0.10215970148148[/C][C]11.7503906265994[/C][C]-0.00869415364372833[/C][/ROW]
[ROW][C]Trimmed Mean ( 5 / 92 )[/C][C]0.530320450000001[/C][C]11.5144063113932[/C][C]0.046057124931857[/C][/ROW]
[ROW][C]Trimmed Mean ( 6 / 92 )[/C][C]1.0553153406015[/C][C]11.2926512005288[/C][C]0.0934515130115851[/C][/ROW]
[ROW][C]Trimmed Mean ( 7 / 92 )[/C][C]1.54285939621212[/C][C]11.0972509838768[/C][C]0.139030774238931[/C][/ROW]
[ROW][C]Trimmed Mean ( 8 / 92 )[/C][C]1.96816748320611[/C][C]10.9176677470612[/C][C]0.18027361967815[/C][/ROW]
[ROW][C]Trimmed Mean ( 9 / 92 )[/C][C]2.36431492538462[/C][C]10.7493421682373[/C][C]0.219949731656214[/C][/ROW]
[ROW][C]Trimmed Mean ( 10 / 92 )[/C][C]2.75952279302326[/C][C]10.5846549964036[/C][C]0.260709753313723[/C][/ROW]
[ROW][C]Trimmed Mean ( 11 / 92 )[/C][C]3.18598390859375[/C][C]10.4290460966376[/C][C]0.305491401521461[/C][/ROW]
[ROW][C]Trimmed Mean ( 12 / 92 )[/C][C]3.48454283700787[/C][C]10.2947999832008[/C][C]0.338476011451802[/C][/ROW]
[ROW][C]Trimmed Mean ( 13 / 92 )[/C][C]3.76976936746032[/C][C]10.1653544153072[/C][C]0.370844853356391[/C][/ROW]
[ROW][C]Trimmed Mean ( 14 / 92 )[/C][C]4.0653315224[/C][C]10.0314675063036[/C][C]0.405257906666738[/C][/ROW]
[ROW][C]Trimmed Mean ( 15 / 92 )[/C][C]4.3875317766129[/C][C]9.90203020006918[/C][C]0.443094162304438[/C][/ROW]
[ROW][C]Trimmed Mean ( 16 / 92 )[/C][C]4.74884504308943[/C][C]9.77085496875651[/C][C]0.486021444210813[/C][/ROW]
[ROW][C]Trimmed Mean ( 17 / 92 )[/C][C]5.11885606803279[/C][C]9.63580300766255[/C][C]0.5312329511056[/C][/ROW]
[ROW][C]Trimmed Mean ( 18 / 92 )[/C][C]5.46966479586777[/C][C]9.49815343212432[/C][C]0.575866123342298[/C][/ROW]
[ROW][C]Trimmed Mean ( 19 / 92 )[/C][C]5.80014533583333[/C][C]9.36300545635378[/C][C]0.619474736276836[/C][/ROW]
[ROW][C]Trimmed Mean ( 20 / 92 )[/C][C]6.11656252352941[/C][C]9.22410231518249[/C][C]0.663106534872429[/C][/ROW]
[ROW][C]Trimmed Mean ( 21 / 92 )[/C][C]6.42054186694915[/C][C]9.09180624263105[/C][C]0.706189913819714[/C][/ROW]
[ROW][C]Trimmed Mean ( 22 / 92 )[/C][C]6.76017042991453[/C][C]8.95785865323611[/C][C]0.754663663672831[/C][/ROW]
[ROW][C]Trimmed Mean ( 23 / 92 )[/C][C]7.04340034741379[/C][C]8.82801660847673[/C][C]0.797846295469207[/C][/ROW]
[ROW][C]Trimmed Mean ( 24 / 92 )[/C][C]7.35866469826087[/C][C]8.70187121009375[/C][C]0.845641646560475[/C][/ROW]
[ROW][C]Trimmed Mean ( 25 / 92 )[/C][C]7.66015298508772[/C][C]8.57593980660304[/C][C]0.893214406564489[/C][/ROW]
[ROW][C]Trimmed Mean ( 26 / 92 )[/C][C]7.98857911769912[/C][C]8.44824233206929[/C][C]0.945590668886793[/C][/ROW]
[ROW][C]Trimmed Mean ( 27 / 92 )[/C][C]8.31228071696429[/C][C]8.3173285175303[/C][C]0.999393098330146[/C][/ROW]
[ROW][C]Trimmed Mean ( 28 / 92 )[/C][C]8.53056252522523[/C][C]8.20864931894792[/C][C]1.03921634288046[/C][/ROW]
[ROW][C]Trimmed Mean ( 29 / 92 )[/C][C]8.68353127545455[/C][C]8.10848889797069[/C][C]1.07091856259775[/C][/ROW]
[ROW][C]Trimmed Mean ( 30 / 92 )[/C][C]8.80744440642202[/C][C]8.01119267160777[/C][C]1.09939240852816[/C][/ROW]
[ROW][C]Trimmed Mean ( 31 / 92 )[/C][C]8.96259666944445[/C][C]7.91507523540813[/C][C]1.13234510132642[/C][/ROW]
[ROW][C]Trimmed Mean ( 32 / 92 )[/C][C]9.12067233925234[/C][C]7.81358692006081[/C][C]1.16728366018885[/C][/ROW]
[ROW][C]Trimmed Mean ( 33 / 92 )[/C][C]9.31842868207547[/C][C]7.71175240956535[/C][C]1.20834126761088[/C][/ROW]
[ROW][C]Trimmed Mean ( 34 / 92 )[/C][C]9.51689466952381[/C][C]7.60604584177841[/C][C]1.25122762437869[/C][/ROW]
[ROW][C]Trimmed Mean ( 35 / 92 )[/C][C]9.61420615673077[/C][C]7.51284763290051[/C][C]1.27970200202489[/C][/ROW]
[ROW][C]Trimmed Mean ( 36 / 92 )[/C][C]9.71132951747573[/C][C]7.41681322027574[/C][C]1.30936687079127[/C][/ROW]
[ROW][C]Trimmed Mean ( 37 / 92 )[/C][C]9.83206314019608[/C][C]7.31988900740291[/C][C]1.34319839143087[/C][/ROW]
[ROW][C]Trimmed Mean ( 38 / 92 )[/C][C]9.92725188415842[/C][C]7.22639480210796[/C][C]1.37374889637397[/C][/ROW]
[ROW][C]Trimmed Mean ( 39 / 92 )[/C][C]10.026784403[/C][C]7.12794871937776[/C][C]1.40668582193101[/C][/ROW]
[ROW][C]Trimmed Mean ( 40 / 92 )[/C][C]10.1007670737374[/C][C]7.03087524972114[/C][C]1.43663010862524[/C][/ROW]
[ROW][C]Trimmed Mean ( 41 / 92 )[/C][C]10.1264789826531[/C][C]6.93943189651249[/C][C]1.45926628197652[/C][/ROW]
[ROW][C]Trimmed Mean ( 42 / 92 )[/C][C]10.1052674257732[/C][C]6.85229871211137[/C][C]1.47472663559051[/C][/ROW]
[ROW][C]Trimmed Mean ( 43 / 92 )[/C][C]10.1151972947917[/C][C]6.76578620563902[/C][C]1.49505127524737[/C][/ROW]
[ROW][C]Trimmed Mean ( 44 / 92 )[/C][C]10.1247204242105[/C][C]6.67432348379629[/C][C]1.51696579417989[/C][/ROW]
[ROW][C]Trimmed Mean ( 45 / 92 )[/C][C]10.1731483010638[/C][C]6.58379156660992[/C][C]1.54518079713482[/C][/ROW]
[ROW][C]Trimmed Mean ( 46 / 92 )[/C][C]10.1618004333333[/C][C]6.50419442510897[/C][C]1.56234573709919[/C][/ROW]
[ROW][C]Trimmed Mean ( 47 / 92 )[/C][C]10.1537873945652[/C][C]6.42182561541283[/C][C]1.58113720344499[/C][/ROW]
[ROW][C]Trimmed Mean ( 48 / 92 )[/C][C]10.151576267033[/C][C]6.33694045926932[/C][C]1.60196806838919[/C][/ROW]
[ROW][C]Trimmed Mean ( 49 / 92 )[/C][C]10.151576267033[/C][C]6.24754823882752[/C][C]1.62488961732901[/C][/ROW]
[ROW][C]Trimmed Mean ( 50 / 92 )[/C][C]10.174898205618[/C][C]6.15685074915677[/C][C]1.65261407498168[/C][/ROW]
[ROW][C]Trimmed Mean ( 51 / 92 )[/C][C]10.2067720488636[/C][C]6.06321532100204[/C][C]1.68339264045414[/C][/ROW]
[ROW][C]Trimmed Mean ( 52 / 92 )[/C][C]10.2228383942529[/C][C]5.9761039469242[/C][C]1.71061924040233[/C][/ROW]
[ROW][C]Trimmed Mean ( 53 / 92 )[/C][C]10.2393016313953[/C][C]5.88291967489837[/C][C]1.74051358802077[/C][/ROW]
[ROW][C]Trimmed Mean ( 54 / 92 )[/C][C]10.2791640035294[/C][C]5.78983178852641[/C][C]1.77538214908064[/C][/ROW]
[ROW][C]Trimmed Mean ( 55 / 92 )[/C][C]10.3388266702381[/C][C]5.69875998407536[/C][C]1.81422391873477[/C][/ROW]
[ROW][C]Trimmed Mean ( 56 / 92 )[/C][C]10.4335233771084[/C][C]5.60675571239085[/C][C]1.86088424613373[/C][/ROW]
[ROW][C]Trimmed Mean ( 57 / 92 )[/C][C]10.5233956134146[/C][C]5.5118978611272[/C][C]1.90921455341746[/C][/ROW]
[ROW][C]Trimmed Mean ( 58 / 92 )[/C][C]10.6031844481481[/C][C]5.41567892139095[/C][C]1.95786799809484[/C][/ROW]
[ROW][C]Trimmed Mean ( 59 / 92 )[/C][C]10.65370550375[/C][C]5.32197671872934[/C][C]2.00183241430895[/C][/ROW]
[ROW][C]Trimmed Mean ( 60 / 92 )[/C][C]10.6600055734177[/C][C]5.23035157407436[/C][C]2.03810497677764[/C][/ROW]
[ROW][C]Trimmed Mean ( 61 / 92 )[/C][C]10.6646787217949[/C][C]5.13449301547801[/C][C]2.07706558167399[/C][/ROW]
[ROW][C]Trimmed Mean ( 62 / 92 )[/C][C]10.6325836402597[/C][C]5.03800623429892[/C][C]2.1104744904587[/C][/ROW]
[ROW][C]Trimmed Mean ( 63 / 92 )[/C][C]10.5917557934211[/C][C]4.93883522634183[/C][C]2.14458577944223[/C][/ROW]
[ROW][C]Trimmed Mean ( 64 / 92 )[/C][C]10.541939204[/C][C]4.8335417746908[/C][C]2.18099681256492[/C][/ROW]
[ROW][C]Trimmed Mean ( 65 / 92 )[/C][C]10.4887154094595[/C][C]4.72749891538546[/C][C]2.2186605639029[/C][/ROW]
[ROW][C]Trimmed Mean ( 66 / 92 )[/C][C]10.4323347986301[/C][C]4.61800354534385[/C][C]2.25905733856542[/C][/ROW]
[ROW][C]Trimmed Mean ( 67 / 92 )[/C][C]10.3803950041667[/C][C]4.5013456357507[/C][C]2.30606486240986[/C][/ROW]
[ROW][C]Trimmed Mean ( 68 / 92 )[/C][C]10.3278019760563[/C][C]4.37840774626986[/C][C]2.35880314821181[/C][/ROW]
[ROW][C]Trimmed Mean ( 69 / 92 )[/C][C]10.2719491471429[/C][C]4.24589280623819[/C][C]2.41926718735127[/C][/ROW]
[ROW][C]Trimmed Mean ( 70 / 92 )[/C][C]10.2122310188406[/C][C]4.10380765472206[/C][C]2.48847701404569[/C][/ROW]
[ROW][C]Trimmed Mean ( 71 / 92 )[/C][C]10.1472491220588[/C][C]3.9521678276252[/C][C]2.56751473232759[/C][/ROW]
[ROW][C]Trimmed Mean ( 72 / 92 )[/C][C]10.0777752283582[/C][C]3.78882230907077[/C][C]2.65987011431788[/C][/ROW]
[ROW][C]Trimmed Mean ( 73 / 92 )[/C][C]10.0278854590909[/C][C]3.61387799062787[/C][C]2.77482678859025[/C][/ROW]
[ROW][C]Trimmed Mean ( 74 / 92 )[/C][C]9.95930677384615[/C][C]3.42908673386522[/C][C]2.90436129115351[/C][/ROW]
[ROW][C]Trimmed Mean ( 75 / 92 )[/C][C]9.8979912546875[/C][C]3.22450650500411[/C][C]3.06961429270706[/C][/ROW]
[ROW][C]Trimmed Mean ( 76 / 92 )[/C][C]9.86771333809524[/C][C]3.00619393012474[/C][C]3.28246066869205[/C][/ROW]
[ROW][C]Trimmed Mean ( 77 / 92 )[/C][C]9.40307161774193[/C][C]2.86443580332798[/C][C]3.28269588266464[/C][/ROW]
[ROW][C]Trimmed Mean ( 78 / 92 )[/C][C]8.90463016885246[/C][C]2.72303539676304[/C][C]3.27011179488805[/C][/ROW]
[ROW][C]Trimmed Mean ( 79 / 92 )[/C][C]8.371949005[/C][C]2.58502723339412[/C][C]3.23863087276171[/C][/ROW]
[ROW][C]Trimmed Mean ( 80 / 92 )[/C][C]7.77607525932203[/C][C]2.44069082268694[/C][C]3.18601405267768[/C][/ROW]
[ROW][C]Trimmed Mean ( 81 / 92 )[/C][C]7.12942138448276[/C][C]2.2987015506446[/C][C]3.10149935840237[/C][/ROW]
[ROW][C]Trimmed Mean ( 82 / 92 )[/C][C]6.46447263684211[/C][C]2.13807551171613[/C][C]3.02350062073036[/C][/ROW]
[ROW][C]Trimmed Mean ( 83 / 92 )[/C][C]5.74399893392857[/C][C]1.95211656642754[/C][C]2.94244669233064[/C][/ROW]
[ROW][C]Trimmed Mean ( 84 / 92 )[/C][C]5.00286255090909[/C][C]1.7445547391291[/C][C]2.86770167693711[/C][/ROW]
[ROW][C]Trimmed Mean ( 85 / 92 )[/C][C]4.24865630185185[/C][C]1.49918462783848[/C][C]2.83397803243056[/C][/ROW]
[ROW][C]Trimmed Mean ( 86 / 92 )[/C][C]3.37563740188679[/C][C]1.21040630854971[/C][C]2.78884650389126[/C][/ROW]
[ROW][C]Trimmed Mean ( 87 / 92 )[/C][C]2.47132811153846[/C][C]0.780141853230542[/C][C]3.16779326901226[/C][/ROW]
[ROW][C]Trimmed Mean ( 88 / 92 )[/C][C]2.10470424117647[/C][C]0.684844483802517[/C][C]3.07325866084275[/C][/ROW]
[ROW][C]Trimmed Mean ( 89 / 92 )[/C][C]1.803591106[/C][C]0.612753339569347[/C][C]2.94342109545677[/C][/ROW]
[ROW][C]Trimmed Mean ( 90 / 92 )[/C][C]1.51749967959184[/C][C]0.538771953521415[/C][C]2.81658996848937[/C][/ROW]
[ROW][C]Trimmed Mean ( 91 / 92 )[/C][C]1.25740885[/C][C]0.46826869530733[/C][C]2.68522936211815[/C][/ROW]
[ROW][C]Trimmed Mean ( 92 / 92 )[/C][C]1.02066361276596[/C][C]0.39986263613554[/C][C]2.55253559729943[/C][/ROW]
[ROW][C]Median[/C][C]0.190001[/C][C][/C][C][/C][/ROW]
[ROW][C]Midrange[/C][C]-3.91199999999998[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at Xnp[/C][C]9.32687683884891[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at X(n+1)p[/C][C]10.2719491471428[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function[/C][C]10.2719491471428[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Averaging[/C][C]10.2719491471428[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Interpolation[/C][C]10.2122310188406[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Closest Observation[/C][C]10.2719491471428[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - True Basic - Statistics Graphics Toolkit[/C][C]10.2719491471428[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - MS Excel (old versions)[/C][C]10.2719491471428[/C][C][/C][C][/C][/ROW]
[ROW][C]Number of observations[/C][C]278[/C][C][/C][C][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=264339&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=264339&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-2.5514176956834512.9653882466937-0.196786833308604
Geometric MeanNaN
Harmonic Mean-3.56364470030037
Quadratic Mean215.802149487896
Winsorized Mean ( 1 / 92 )-3.3391011489208612.8118618695759-0.260625753142887
Winsorized Mean ( 2 / 92 )-3.2802018683453212.7824319987952-0.256617979165037
Winsorized Mean ( 3 / 92 )-3.3866155374100712.7435794506726-0.265750729653224
Winsorized Mean ( 4 / 92 )-2.5410759690647512.5820300105335-0.201960730258742
Winsorized Mean ( 5 / 92 )-1.9813457532374112.4697850840587-0.158891732285775
Winsorized Mean ( 6 / 92 )-1.7226335230215812.2833676607908-0.140241143194005
Winsorized Mean ( 7 / 92 )-1.2629500697841712.1380924688166-0.104048479860304
Winsorized Mean ( 8 / 92 )-0.9958133791366912.0095071060739-0.0829187551446677
Winsorized Mean ( 9 / 92 )-0.93666589712230311.9243999098938-0.0785503592801465
Winsorized Mean ( 10 / 92 )-1.1676011489208611.792073912384-0.099015759025616
Winsorized Mean ( 11 / 92 )0.18535928273381611.55516979585840.0160412426652747
Winsorized Mean ( 12 / 92 )0.38193482230216111.45387940748950.0333454551697498
Winsorized Mean ( 13 / 92 )0.31445640503597211.43362618169890.0275027712152514
Winsorized Mean ( 14 / 92 )0.041305325899282411.3226955889730.003648011692508
Winsorized Mean ( 15 / 92 )-0.40831697625898711.2709688223394-0.0362273184049353
Winsorized Mean ( 16 / 92 )-0.4472810050359711.2385264220987-0.0397989014072579
Winsorized Mean ( 17 / 92 )-0.072608343165464611.1883727226856-0.00648962498525308
Winsorized Mean ( 18 / 92 )0.33413985827338411.07646194363080.030166659712628
Winsorized Mean ( 19 / 92 )0.65324417482014511.03474891588570.0591988254376798
Winsorized Mean ( 20 / 92 )0.95547439064748110.86410782262010.087947800799445
Winsorized Mean ( 21 / 92 )0.41717942661870510.7929336379750.03865301507561
Winsorized Mean ( 22 / 92 )1.5601506496402910.64844072486540.146514470047916
Winsorized Mean ( 23 / 92 )1.0443053258992810.5047385777770.099412785779222
Winsorized Mean ( 24 / 92 )1.424334102877710.40797680246070.136850238034827
Winsorized Mean ( 25 / 92 )0.98530532589928210.33359835862740.0953496828214406
Winsorized Mean ( 26 / 92 )1.2071470525179910.27684919940580.117462758195166
Winsorized Mean ( 27 / 92 )3.605873671223029.862727052313770.365606150519708
Winsorized Mean ( 28 / 92 )5.141039138848929.650272580515220.532735121827455
Winsorized Mean ( 29 / 92 )5.865621872661879.522996272547760.615942892844648
Winsorized Mean ( 30 / 92 )5.190945613669079.419386331052380.551091698676416
Winsorized Mean ( 31 / 92 )5.190388059712239.415837508159880.551240190287287
Winsorized Mean ( 32 / 92 )4.294848491366919.327614794324750.460444452957046
Winsorized Mean ( 33 / 92 )4.371057124460449.293427622831930.470338534054077
Winsorized Mean ( 34 / 92 )7.041402448201449.002188372466230.782187858869741
Winsorized Mean ( 35 / 92 )7.095287340287778.957928833869170.79206783977353
Winsorized Mean ( 36 / 92 )6.521877268345338.877927897275820.734617057471998
Winsorized Mean ( 37 / 92 )7.272924030935268.727802965487270.833305249865848
Winsorized Mean ( 38 / 92 )7.206218994964038.713607580356140.827007519963333
Winsorized Mean ( 39 / 92 )7.971769354676268.592241568374050.927786921636189
Winsorized Mean ( 40 / 92 )9.375654246762598.401318849352281.11597410060034
Winsorized Mean ( 41 / 92 )10.7333736712238.234274634437691.3034995974428
Winsorized Mean ( 42 / 92 )9.817229786330948.131000962801821.20738268649129
Winsorized Mean ( 43 / 92 )9.83532690863318.11949510869291.21132247473161
Winsorized Mean ( 44 / 92 )8.683729786330948.004251168818181.08488971712429
Winsorized Mean ( 45 / 92 )10.51480892302167.722248389073771.36162531859232
Winsorized Mean ( 46 / 92 )10.4057657575547.679126005980751.35507162526694
Winsorized Mean ( 47 / 92 )10.22182331151087.62773785335391.34008581679512
Winsorized Mean ( 48 / 92 )10.21146359928067.605520253066971.34263840730195
Winsorized Mean ( 49 / 92 )9.357488779136697.524416984204381.24361645543839
Winsorized Mean ( 50 / 92 )9.165942016546777.467585204789541.2274305234131
Winsorized Mean ( 51 / 92 )9.693920433812957.252972270103411.3365445327526
Winsorized Mean ( 52 / 92 )9.69317223237417.249004317241481.33717291481249
Winsorized Mean ( 53 / 92 )8.947359282733817.137461489409041.25357724115365
Winsorized Mean ( 54 / 92 )8.332186620863316.994370303111011.19127044462562
Winsorized Mean ( 55 / 92 )7.228823311510796.898729564999381.04784848331875
Winsorized Mean ( 56 / 92 )7.46450676474826.83329041074991.09237370520727
Winsorized Mean ( 57 / 92 )7.873143455395696.740675473550761.16800511852092
Winsorized Mean ( 58 / 92 )8.916726189208636.586682933384171.35375063281318
Winsorized Mean ( 59 / 92 )10.44244921079146.44134648458141.6211593702943
Winsorized Mean ( 60 / 92 )10.50266503812956.393303591980541.64276025485534
Winsorized Mean ( 61 / 92 )11.74921539784176.284826411394051.86945742471757
Winsorized Mean ( 62 / 92 )12.01661827553966.205514322664231.93644195319179
Winsorized Mean ( 63 / 92 )12.28516144100726.171499323441941.99062833797016
Winsorized Mean ( 64 / 92 )12.35537726834536.052677874591532.04130758721058
Winsorized Mean ( 65 / 92 )12.41336287985615.969985915578052.07929517010497
Winsorized Mean ( 66 / 92 )12.20800316762595.932237113397612.05790883510958
Winsorized Mean ( 67 / 92 )12.18028734028785.871286889794472.07455155384413
Winsorized Mean ( 68 / 92 )12.24046000215835.841528749849022.09542065550472
Winsorized Mean ( 69 / 92 )12.31740244820145.795403604174492.12537439831267
Winsorized Mean ( 70 / 92 )12.43751036187055.732644604346692.16959382977273
Winsorized Mean ( 71 / 92 )12.52485568561155.67702005736022.20623770200938
Winsorized Mean ( 72 / 92 )11.78335928273385.600315462914182.10405277359183
Winsorized Mean ( 73 / 92 )12.36893482230225.483195519269932.25578948969324
Winsorized Mean ( 74 / 92 )12.04844561366915.442088099789872.21393799452351
Winsorized Mean ( 75 / 92 )10.92722259208635.308551439513612.05841889573694
Winsorized Mean ( 76 / 92 )25.61873338345324.230257402763146.05606962988102
Winsorized Mean ( 77 / 92 )26.24608949856124.031488523700016.5102726559353
Winsorized Mean ( 78 / 92 )26.83950676474823.80023350884097.06259410173309
Winsorized Mean ( 79 / 92 )28.35301036187053.643962183231277.78081904701014
Winsorized Mean ( 80 / 92 )29.3622189949643.397851414574888.64140758745851
Winsorized Mean ( 81 / 92 )29.21624417482013.362069594453898.68995818022791
Winsorized Mean ( 82 / 92 )30.26602115323743.304129784465139.16005820822709
Winsorized Mean ( 83 / 92 )30.08419741223023.184750845534739.44632684670155
Winsorized Mean ( 84 / 92 )29.61494561366913.113492154895019.51180993570471
Winsorized Mean ( 85 / 92 )32.54326165683452.8333260247677611.4858866831261
Winsorized Mean ( 86 / 92 )32.46967442661872.8268073669385111.4863413780416
Winsorized Mean ( 87 / 92 )14.17427856330941.2171982537353511.6450040244563
Winsorized Mean ( 88 / 92 )11.6363430525180.99908680717467711.6469789901685
Winsorized Mean ( 89 / 92 )10.77945233309350.92470917184565211.6571270852419
Winsorized Mean ( 90 / 92 )9.600898124460430.8246729768535511.6420670907535
Winsorized Mean ( 91 / 92 )8.542008703597120.73458183320391311.6283963439999
Winsorized Mean ( 92 / 92 )7.428017106474820.6410968202339811.5864201350489
Trimmed Mean ( 1 / 92 )-2.5415584036231912.5564583370471-0.202410451689588
Trimmed Mean ( 2 / 92 )-1.7323726985401512.2871053552186-0.140991116170772
Trimmed Mean ( 3 / 92 )-0.94138646838235212.0189555848287-0.0783251474504695
Trimmed Mean ( 4 / 92 )-0.1021597014814811.7503906265994-0.00869415364372833
Trimmed Mean ( 5 / 92 )0.53032045000000111.51440631139320.046057124931857
Trimmed Mean ( 6 / 92 )1.055315340601511.29265120052880.0934515130115851
Trimmed Mean ( 7 / 92 )1.5428593962121211.09725098387680.139030774238931
Trimmed Mean ( 8 / 92 )1.9681674832061110.91766774706120.18027361967815
Trimmed Mean ( 9 / 92 )2.3643149253846210.74934216823730.219949731656214
Trimmed Mean ( 10 / 92 )2.7595227930232610.58465499640360.260709753313723
Trimmed Mean ( 11 / 92 )3.1859839085937510.42904609663760.305491401521461
Trimmed Mean ( 12 / 92 )3.4845428370078710.29479998320080.338476011451802
Trimmed Mean ( 13 / 92 )3.7697693674603210.16535441530720.370844853356391
Trimmed Mean ( 14 / 92 )4.065331522410.03146750630360.405257906666738
Trimmed Mean ( 15 / 92 )4.38753177661299.902030200069180.443094162304438
Trimmed Mean ( 16 / 92 )4.748845043089439.770854968756510.486021444210813
Trimmed Mean ( 17 / 92 )5.118856068032799.635803007662550.5312329511056
Trimmed Mean ( 18 / 92 )5.469664795867779.498153432124320.575866123342298
Trimmed Mean ( 19 / 92 )5.800145335833339.363005456353780.619474736276836
Trimmed Mean ( 20 / 92 )6.116562523529419.224102315182490.663106534872429
Trimmed Mean ( 21 / 92 )6.420541866949159.091806242631050.706189913819714
Trimmed Mean ( 22 / 92 )6.760170429914538.957858653236110.754663663672831
Trimmed Mean ( 23 / 92 )7.043400347413798.828016608476730.797846295469207
Trimmed Mean ( 24 / 92 )7.358664698260878.701871210093750.845641646560475
Trimmed Mean ( 25 / 92 )7.660152985087728.575939806603040.893214406564489
Trimmed Mean ( 26 / 92 )7.988579117699128.448242332069290.945590668886793
Trimmed Mean ( 27 / 92 )8.312280716964298.31732851753030.999393098330146
Trimmed Mean ( 28 / 92 )8.530562525225238.208649318947921.03921634288046
Trimmed Mean ( 29 / 92 )8.683531275454558.108488897970691.07091856259775
Trimmed Mean ( 30 / 92 )8.807444406422028.011192671607771.09939240852816
Trimmed Mean ( 31 / 92 )8.962596669444457.915075235408131.13234510132642
Trimmed Mean ( 32 / 92 )9.120672339252347.813586920060811.16728366018885
Trimmed Mean ( 33 / 92 )9.318428682075477.711752409565351.20834126761088
Trimmed Mean ( 34 / 92 )9.516894669523817.606045841778411.25122762437869
Trimmed Mean ( 35 / 92 )9.614206156730777.512847632900511.27970200202489
Trimmed Mean ( 36 / 92 )9.711329517475737.416813220275741.30936687079127
Trimmed Mean ( 37 / 92 )9.832063140196087.319889007402911.34319839143087
Trimmed Mean ( 38 / 92 )9.927251884158427.226394802107961.37374889637397
Trimmed Mean ( 39 / 92 )10.0267844037.127948719377761.40668582193101
Trimmed Mean ( 40 / 92 )10.10076707373747.030875249721141.43663010862524
Trimmed Mean ( 41 / 92 )10.12647898265316.939431896512491.45926628197652
Trimmed Mean ( 42 / 92 )10.10526742577326.852298712111371.47472663559051
Trimmed Mean ( 43 / 92 )10.11519729479176.765786205639021.49505127524737
Trimmed Mean ( 44 / 92 )10.12472042421056.674323483796291.51696579417989
Trimmed Mean ( 45 / 92 )10.17314830106386.583791566609921.54518079713482
Trimmed Mean ( 46 / 92 )10.16180043333336.504194425108971.56234573709919
Trimmed Mean ( 47 / 92 )10.15378739456526.421825615412831.58113720344499
Trimmed Mean ( 48 / 92 )10.1515762670336.336940459269321.60196806838919
Trimmed Mean ( 49 / 92 )10.1515762670336.247548238827521.62488961732901
Trimmed Mean ( 50 / 92 )10.1748982056186.156850749156771.65261407498168
Trimmed Mean ( 51 / 92 )10.20677204886366.063215321002041.68339264045414
Trimmed Mean ( 52 / 92 )10.22283839425295.97610394692421.71061924040233
Trimmed Mean ( 53 / 92 )10.23930163139535.882919674898371.74051358802077
Trimmed Mean ( 54 / 92 )10.27916400352945.789831788526411.77538214908064
Trimmed Mean ( 55 / 92 )10.33882667023815.698759984075361.81422391873477
Trimmed Mean ( 56 / 92 )10.43352337710845.606755712390851.86088424613373
Trimmed Mean ( 57 / 92 )10.52339561341465.51189786112721.90921455341746
Trimmed Mean ( 58 / 92 )10.60318444814815.415678921390951.95786799809484
Trimmed Mean ( 59 / 92 )10.653705503755.321976718729342.00183241430895
Trimmed Mean ( 60 / 92 )10.66000557341775.230351574074362.03810497677764
Trimmed Mean ( 61 / 92 )10.66467872179495.134493015478012.07706558167399
Trimmed Mean ( 62 / 92 )10.63258364025975.038006234298922.1104744904587
Trimmed Mean ( 63 / 92 )10.59175579342114.938835226341832.14458577944223
Trimmed Mean ( 64 / 92 )10.5419392044.83354177469082.18099681256492
Trimmed Mean ( 65 / 92 )10.48871540945954.727498915385462.2186605639029
Trimmed Mean ( 66 / 92 )10.43233479863014.618003545343852.25905733856542
Trimmed Mean ( 67 / 92 )10.38039500416674.50134563575072.30606486240986
Trimmed Mean ( 68 / 92 )10.32780197605634.378407746269862.35880314821181
Trimmed Mean ( 69 / 92 )10.27194914714294.245892806238192.41926718735127
Trimmed Mean ( 70 / 92 )10.21223101884064.103807654722062.48847701404569
Trimmed Mean ( 71 / 92 )10.14724912205883.95216782762522.56751473232759
Trimmed Mean ( 72 / 92 )10.07777522835823.788822309070772.65987011431788
Trimmed Mean ( 73 / 92 )10.02788545909093.613877990627872.77482678859025
Trimmed Mean ( 74 / 92 )9.959306773846153.429086733865222.90436129115351
Trimmed Mean ( 75 / 92 )9.89799125468753.224506505004113.06961429270706
Trimmed Mean ( 76 / 92 )9.867713338095243.006193930124743.28246066869205
Trimmed Mean ( 77 / 92 )9.403071617741932.864435803327983.28269588266464
Trimmed Mean ( 78 / 92 )8.904630168852462.723035396763043.27011179488805
Trimmed Mean ( 79 / 92 )8.3719490052.585027233394123.23863087276171
Trimmed Mean ( 80 / 92 )7.776075259322032.440690822686943.18601405267768
Trimmed Mean ( 81 / 92 )7.129421384482762.29870155064463.10149935840237
Trimmed Mean ( 82 / 92 )6.464472636842112.138075511716133.02350062073036
Trimmed Mean ( 83 / 92 )5.743998933928571.952116566427542.94244669233064
Trimmed Mean ( 84 / 92 )5.002862550909091.74455473912912.86770167693711
Trimmed Mean ( 85 / 92 )4.248656301851851.499184627838482.83397803243056
Trimmed Mean ( 86 / 92 )3.375637401886791.210406308549712.78884650389126
Trimmed Mean ( 87 / 92 )2.471328111538460.7801418532305423.16779326901226
Trimmed Mean ( 88 / 92 )2.104704241176470.6848444838025173.07325866084275
Trimmed Mean ( 89 / 92 )1.8035911060.6127533395693472.94342109545677
Trimmed Mean ( 90 / 92 )1.517499679591840.5387719535214152.81658996848937
Trimmed Mean ( 91 / 92 )1.257408850.468268695307332.68522936211815
Trimmed Mean ( 92 / 92 )1.020663612765960.399862636135542.55253559729943
Median0.190001
Midrange-3.91199999999998
Midmean - Weighted Average at Xnp9.32687683884891
Midmean - Weighted Average at X(n+1)p10.2719491471428
Midmean - Empirical Distribution Function10.2719491471428
Midmean - Empirical Distribution Function - Averaging10.2719491471428
Midmean - Empirical Distribution Function - Interpolation10.2122310188406
Midmean - Closest Observation10.2719491471428
Midmean - True Basic - Statistics Graphics Toolkit10.2719491471428
Midmean - MS Excel (old versions)10.2719491471428
Number of observations278



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')