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Author

*The author of this computation has been verified*

R Software Module

rwasp_centraltendency.wasp

Title produced by software

Central Tendency

Date of computation

Tue, 16 Dec 2014 12:52:36 +0000

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/16/t1418734374bunll9vhzoqyzvw.htm/, Retrieved Thu, 16 May 2024 08:17:46 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=269441, Retrieved Thu, 16 May 2024 08:17:46 +0000

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Estimated Impact

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

-       [Central Tendency] [] [2014-12-16 12:52:36] [dab7ed139043e35d640785ec44e1a81a] [Current]

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net
R Framework error message	Warning: there are blank lines in the 'Data' field. Please, use NA for missing data - blank lines are simply deleted and are NOT treated as missing values.

\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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
R Framework error message & Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values. \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=269441&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=269441&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269441&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net
R Framework error message	Warning: there are blank lines in the 'Data' field. Please, use NA for missing data - blank lines are simply deleted and are NOT treated as missing values.

Central Tendency - Ungrouped Data
Measure	Value	S.E.	Value/S.E.
Arithmetic Mean	-1.55944055947224e-07	0.134515686358892	-1.15930015426722e-06
Geometric Mean	NaN
Harmonic Mean	3.55318343832028
Quadratic Mean	2.27088615188699
Winsorized Mean ( 1 / 95 )	-0.00036372237762238	0.134325806609963	-0.00270776246800072
Winsorized Mean ( 2 / 95 )	0.0062125013986014	0.13328622236495	0.0466102293873329
Winsorized Mean ( 3 / 95 )	0.00637624265734266	0.13290771747519	0.047974961713814
Winsorized Mean ( 4 / 95 )	0.00348533356643356	0.132520636152511	0.0263003081453856
Winsorized Mean ( 5 / 95 )	0.00426330559440561	0.132415868370826	0.0321963345243969
Winsorized Mean ( 6 / 95 )	0.00552938951048952	0.132190968320853	0.0418287995067001
Winsorized Mean ( 7 / 95 )	0.0120592146853147	0.131340581348092	0.0918163644590101
Winsorized Mean ( 8 / 95 )	0.0111422916083916	0.131195121564292	0.0849291610506369
Winsorized Mean ( 9 / 95 )	0.0101862776223776	0.130851374349664	0.0778461645741495
Winsorized Mean ( 10 / 95 )	0.0107006132867133	0.1306442095875	0.081906525520723
Winsorized Mean ( 11 / 95 )	0.0109313825174825	0.130030991418582	0.0840675165068408
Winsorized Mean ( 12 / 95 )	0.00509040349650346	0.129320241087979	0.0393627745639631
Winsorized Mean ( 13 / 95 )	-0.00185914195804199	0.1285844114385	-0.0144585330153429
Winsorized Mean ( 14 / 95 )	0.00113470419580417	0.128174528100551	0.00885280572216353
Winsorized Mean ( 15 / 95 )	0.00646389999999994	0.126448815771391	0.051118707285374
Winsorized Mean ( 16 / 95 )	0.0175643195804196	0.124925183601949	0.140598709355394
Winsorized Mean ( 17 / 95 )	0.0167083755244755	0.124706456036182	0.133981640209773
Winsorized Mean ( 18 / 95 )	0.0128031307692308	0.124264466620213	0.103031309894572
Winsorized Mean ( 19 / 95 )	0.0118737251748252	0.124160467665489	0.095632091261247
Winsorized Mean ( 20 / 95 )	0.00831148741258743	0.123806237203436	0.067133026577087
Winsorized Mean ( 21 / 95 )	0.0149470468531468	0.122668117710624	0.121849484055891
Winsorized Mean ( 22 / 95 )	0.0129255083916084	0.122142972524834	0.105822775755522
Winsorized Mean ( 23 / 95 )	0.0129777811188811	0.121970899270196	0.106400634877111
Winsorized Mean ( 24 / 95 )	0.0247654734265735	0.120409831243323	0.205676506401937
Winsorized Mean ( 25 / 95 )	0.0186404734265734	0.118702669572452	0.157034997559141
Winsorized Mean ( 26 / 95 )	0.0354677461538461	0.116715106911708	0.303883079854234
Winsorized Mean ( 27 / 95 )	0.0335031657342658	0.11535348807034	0.290439121475341
Winsorized Mean ( 28 / 95 )	0.0473592496503497	0.113818348824446	0.416095033353514
Winsorized Mean ( 29 / 95 )	0.0494693545454546	0.11343122031862	0.436117626227584
Winsorized Mean ( 30 / 95 )	0.0495197041958042	0.112987116058663	0.438277441917302
Winsorized Mean ( 31 / 95 )	0.0519151587412588	0.112746348148787	0.46045978068175
Winsorized Mean ( 32 / 95 )	0.0545859279720279	0.112443928501641	0.485450203487254
Winsorized Mean ( 33 / 95 )	0.0546182356643357	0.111545481066194	0.489649918062782
Winsorized Mean ( 34 / 95 )	0.0669783055944056	0.110163876670494	0.607987914175728
Winsorized Mean ( 35 / 95 )	0.0748667671328671	0.108581911666993	0.689495754711649
Winsorized Mean ( 36 / 95 )	0.077041872027972	0.108337135868103	0.711130780878016
Winsorized Mean ( 37 / 95 )	0.0942054734265735	0.106292736009135	0.886283267922255
Winsorized Mean ( 38 / 95 )	0.112555753146853	0.104284494534588	1.0793143664279
Winsorized Mean ( 39 / 95 )	0.114419844055944	0.103866054747434	1.10160960993631
Winsorized Mean ( 40 / 95 )	0.109920543356643	0.102473761925025	1.07267012835019
Winsorized Mean ( 41 / 95 )	0.0989523265734266	0.101009337619433	0.979635436737969
Winsorized Mean ( 42 / 95 )	0.091813795104895	0.100421252578779	0.914286495608765
Winsorized Mean ( 43 / 95 )	0.111446452447552	0.0977966374256082	1.13957345959187
Winsorized Mean ( 44 / 95 )	0.111441837062937	0.0976848479976673	1.14083032678311
Winsorized Mean ( 45 / 95 )	0.122924704195804	0.0961755937585808	1.27812784295742
Winsorized Mean ( 46 / 95 )	0.132763235664336	0.0951719442978287	1.39498290850158
Winsorized Mean ( 47 / 95 )	0.125719809090909	0.0939750052068251	1.33780050146545
Winsorized Mean ( 48 / 95 )	0.12598834055944	0.0938193423484577	1.34288236738542
Winsorized Mean ( 49 / 95 )	0.111661837062937	0.092610582019443	1.20571358723882
Winsorized Mean ( 50 / 95 )	0.114516732167832	0.0917354112014868	1.24833726330946
Winsorized Mean ( 51 / 95 )	0.118008270629371	0.0913222073210183	1.292218772314
Winsorized Mean ( 52 / 95 )	0.116555543356643	0.0908088588606527	1.28352613191076
Winsorized Mean ( 53 / 95 )	0.124957711188811	0.0899444053133234	1.38927719576908
Winsorized Mean ( 54 / 95 )	0.127200788111888	0.0896452888439317	1.41893444432243
Winsorized Mean ( 55 / 95 )	0.130775788111888	0.0892859718003053	1.4646846024634
Winsorized Mean ( 56 / 95 )	0.138067536363636	0.0885935257423936	1.55843821776661
Winsorized Mean ( 57 / 95 )	0.141180613286713	0.0869842761502673	1.62305901175542
Winsorized Mean ( 58 / 95 )	0.141711941958042	0.0864138420002601	1.63992178426247
Winsorized Mean ( 59 / 95 )	0.142982711188811	0.0859861383440122	1.66285768779112
Winsorized Mean ( 60 / 95 )	0.149599494405594	0.0852497113050148	1.75483872162737
Winsorized Mean ( 61 / 95 )	0.155031906993007	0.0842840457836833	1.83939802072268
Winsorized Mean ( 62 / 95 )	0.169625753146853	0.0820155361653853	2.06821489046661
Winsorized Mean ( 63 / 95 )	0.177831172727273	0.0813741841943249	2.18535122026667
Winsorized Mean ( 64 / 95 )	0.169430613286713	0.0805301229694488	2.10394082411859
Winsorized Mean ( 65 / 95 )	0.166962431468531	0.0803348724269588	2.07833069779671
Winsorized Mean ( 66 / 95 )	0.173629354545455	0.0790493639750597	2.19646744533245
Winsorized Mean ( 67 / 95 )	0.183374809090909	0.0768948371258028	2.38474800058294
Winsorized Mean ( 68 / 95 )	0.186601242657343	0.076301122254504	2.44558975207377
Winsorized Mean ( 69 / 95 )	0.186203165734266	0.076036567619636	2.44886337670744
Winsorized Mean ( 70 / 95 )	0.172536032867133	0.0749054060001837	2.30338559097737
Winsorized Mean ( 71 / 95 )	0.177034354545455	0.0745101445631296	2.37597652753794
Winsorized Mean ( 72 / 95 )	0.18166903986014	0.0736794958129194	2.46566616472809
Winsorized Mean ( 73 / 95 )	0.181028375524476	0.0724780821813486	2.4976982016649
Winsorized Mean ( 74 / 95 )	0.182107326573427	0.0715225710511034	2.5461518496491
Winsorized Mean ( 75 / 95 )	0.179311872027972	0.0713180137765	2.51425779453013
Winsorized Mean ( 76 / 95 )	0.178724599300699	0.0711363410781503	2.51242327890259
Winsorized Mean ( 77 / 95 )	0.184343445454545	0.0699783536735201	2.63429240297062
Winsorized Mean ( 78 / 95 )	0.183075263636364	0.0689114962817631	2.65667230454279
Winsorized Mean ( 79 / 95 )	0.184995018881119	0.0685024512254671	2.7005605722375
Winsorized Mean ( 80 / 95 )	0.183148865034965	0.0682740571937102	2.68255429020905
Winsorized Mean ( 81 / 95 )	0.186046172727273	0.067760381839549	2.74564823391661
Winsorized Mean ( 82 / 95 )	0.176045613286713	0.0668098040119436	2.63502663853409
Winsorized Mean ( 83 / 95 )	0.158844879020979	0.0645999223456228	2.45890201184959
Winsorized Mean ( 84 / 95 )	0.179559983916084	0.0624763215901615	2.87404858906354
Winsorized Mean ( 85 / 95 )	0.178296872027972	0.0619528337818284	2.87794538432024
Winsorized Mean ( 86 / 95 )	0.173924704195804	0.0614945327911137	2.8282953996349
Winsorized Mean ( 87 / 95 )	0.175272291608392	0.06132082496986	2.85828332698623
Winsorized Mean ( 88 / 95 )	0.172681522377622	0.0609457561243929	2.83336418084915
Winsorized Mean ( 89 / 95 )	0.186542805594406	0.05991291332338	3.11356592839244
Winsorized Mean ( 90 / 95 )	0.180736861538462	0.0594526320063693	3.04001446931902
Winsorized Mean ( 91 / 95 )	0.171841452447552	0.0584148131487391	2.94174445118912
Winsorized Mean ( 92 / 95 )	0.184279466433566	0.0571823411808334	3.2226638963732
Winsorized Mean ( 93 / 95 )	0.209501326573427	0.0553874408435853	3.78246987733303
Winsorized Mean ( 94 / 95 )	0.215650767132867	0.0548606134545766	3.93088508409446
Winsorized Mean ( 95 / 95 )	0.218848879020979	0.0543945099146369	4.02336337553966
Trimmed Mean ( 1 / 95 )	0.00667463169014084	0.132623625818313	0.05032762186192
Trimmed Mean ( 2 / 95 )	0.0138128205673759	0.130841464067871	0.105569137931771
Trimmed Mean ( 3 / 95 )	0.0176944121428571	0.129536961751972	0.136597399719295
Trimmed Mean ( 4 / 95 )	0.0215757028776978	0.128312115221976	0.168150161349709
Trimmed Mean ( 5 / 95 )	0.0262621572463768	0.127139916771888	0.20656106998635
Trimmed Mean ( 6 / 95 )	0.0308546182481752	0.125938410641705	0.244997678555407
Trimmed Mean ( 7 / 95 )	0.0352927404411765	0.124725776570168	0.282962683510105
Trimmed Mean ( 8 / 95 )	0.0388085014814815	0.123603217376141	0.313976466837284
Trimmed Mean ( 9 / 95 )	0.04249905	0.122450801231175	0.347070411730227
Trimmed Mean ( 10 / 95 )	0.0463593060150376	0.121292083029813	0.38221213501332
Trimmed Mean ( 11 / 95 )	0.0502223310606061	0.120105227839103	0.41815274792106
Trimmed Mean ( 12 / 95 )	0.0541214328244275	0.118934666255156	0.455051790436929
Trimmed Mean ( 13 / 95 )	0.0586159438461538	0.117785975644192	0.497647903543465
Trimmed Mean ( 14 / 95 )	0.0637727341085271	0.116657314174273	0.546667258370598
Trimmed Mean ( 15 / 95 )	0.06877119296875	0.115514529370598	0.595346692259946
Trimmed Mean ( 16 / 95 )	0.0734483283464567	0.114478638427267	0.641589814095505
Trimmed Mean ( 17 / 95 )	0.077412323015873	0.113529274251103	0.681871028653396
Trimmed Mean ( 18 / 95 )	0.0814973416	0.112551443238896	0.724089707379565
Trimmed Mean ( 19 / 95 )	0.0858984491935484	0.11156053683384	0.769971637206146
Trimmed Mean ( 20 / 95 )	0.0904279894308943	0.110527700270965	0.81814775128049
Trimmed Mean ( 21 / 95 )	0.0952405549180328	0.109469008172104	0.870023000192883
Trimmed Mean ( 22 / 95 )	0.0997592371900826	0.108442968755572	0.919923516802064
Trimmed Mean ( 23 / 95 )	0.104462730833333	0.107401890996531	0.972633999867908
Trimmed Mean ( 24 / 95 )	0.109242543697479	0.106318558271323	1.02750211697467
Trimmed Mean ( 25 / 95 )	0.113508158474576	0.1052900526508	1.07805206300952
Trimmed Mean ( 26 / 95 )	0.118146134188034	0.104322625063065	1.13250729759352
Trimmed Mean ( 27 / 95 )	0.122066230172414	0.103438733438994	1.18008241317461
Trimmed Mean ( 28 / 95 )	0.12614498	0.102595088441205	1.22954209520752
Trimmed Mean ( 29 / 95 )	0.12967454122807	0.101805044011588	1.27375359921567
Trimmed Mean ( 30 / 95 )	0.133174492920354	0.100995989436927	1.31861169599733
Trimmed Mean ( 31 / 95 )	0.133174492920354	0.100169415306185	1.32949256530333
Trimmed Mean ( 32 / 95 )	0.140259709009009	0.0993116978835427	1.41231810550137
Trimmed Mean ( 33 / 95 )	0.143740206363636	0.0984243771737462	1.46041265884665
Trimmed Mean ( 34 / 95 )	0.147283281651376	0.0975404810756851	1.50997083495102
Trimmed Mean ( 35 / 95 )	0.150410626851852	0.0966897051468008	1.55560125686068
Trimmed Mean ( 36 / 95 )	0.153295212149533	0.0958831638002824	1.59877090068529
Trimmed Mean ( 37 / 95 )	0.156152714150943	0.0950439731773792	1.64295229808541
Trimmed Mean ( 38 / 95 )	0.158432882857143	0.0942745729647445	1.68054734033525
Trimmed Mean ( 39 / 95 )	0.160092910576923	0.0935740034534659	1.71086952218024
Trimmed Mean ( 40 / 95 )	0.161718812621359	0.0928545933345136	1.74163503186922
Trimmed Mean ( 41 / 95 )	0.163534291176471	0.0921677646815303	1.77431113515159
Trimmed Mean ( 42 / 95 )	0.165764482178218	0.0915170773629279	1.81129562869286
Trimmed Mean ( 43 / 95 )	0.168282327	0.0908563514281115	1.85218011019461
Trimmed Mean ( 44 / 95 )	0.170191542424242	0.0902963546663134	1.88481077728086
Trimmed Mean ( 45 / 95 )	0.172139874489796	0.0897056685420334	1.91894087951796
Trimmed Mean ( 46 / 95 )	0.173752192783505	0.0891569215183531	1.94883571375597
Trimmed Mean ( 47 / 95 )	0.173752192783505	0.0886247068240083	1.96053898523516
Trimmed Mean ( 48 / 95 )	0.176660344210526	0.0881177386040709	2.00482158313542
Trimmed Mean ( 49 / 95 )	0.178266305319149	0.0875836255636157	2.03538394502368
Trimmed Mean ( 50 / 95 )	0.18035637311828	0.0870731877117061	2.07131928734972
Trimmed Mean ( 51 / 95 )	0.182403127173913	0.08657186014007	2.10695631211795
Trimmed Mean ( 52 / 95 )	0.184387282417582	0.0860560136819624	2.1426426176214
Trimmed Mean ( 53 / 95 )	0.186459918888889	0.0855289720371863	2.18007903576603
Trimmed Mean ( 54 / 95 )	0.188324412359551	0.0850092070956376	2.21534135882106
Trimmed Mean ( 55 / 95 )	0.190163780681818	0.0844665782667064	2.25134940451085
Trimmed Mean ( 56 / 95 )	0.191938594252874	0.0839026679240572	2.28763398115782
Trimmed Mean ( 57 / 95 )	0.193538170930233	0.0833338135887984	2.32244466676187
Trimmed Mean ( 58 / 95 )	0.195083502352941	0.0828070466268164	2.35588045099733
Trimmed Mean ( 59 / 95 )	0.196650032142857	0.0822693113934829	2.39032062882241
Trimmed Mean ( 60 / 95 )	0.198217201204819	0.0817120927280846	2.42580008156726
Trimmed Mean ( 61 / 95 )	0.199630276829268	0.0811509218551211	2.45998778899479
Trimmed Mean ( 62 / 95 )	0.199630276829268	0.0805973418537716	2.47688412840536
Trimmed Mean ( 63 / 95 )	0.20182328375	0.0801216862355749	2.51895951311604
Trimmed Mean ( 64 / 95 )	0.202512629113924	0.0796402952404427	2.54284126524791
Trimmed Mean ( 65 / 95 )	0.203460291025641	0.0791622503658265	2.57016810519415
Trimmed Mean ( 66 / 95 )	0.204503087012987	0.0786526372751201	2.60007921028322
Trimmed Mean ( 67 / 95 )	0.205383259210526	0.0781693797049738	2.62741318897095
Trimmed Mean ( 68 / 95 )	0.206009569333333	0.0777608530625929	2.64927095343859
Trimmed Mean ( 69 / 95 )	0.206561117567568	0.0773456910961926	2.67062217222513
Trimmed Mean ( 70 / 95 )	0.207139078082192	0.0769048299786227	2.69344692836289
Trimmed Mean ( 71 / 95 )	0.208120870833333	0.0764833529070568	2.7211264010123
Trimmed Mean ( 72 / 95 )	0.209002714084507	0.0760423805706043	2.74850303891329
Trimmed Mean ( 73 / 95 )	0.209778252857143	0.0756049025747443	2.77466468063698
Trimmed Mean ( 74 / 95 )	0.21059445942029	0.0751916066854199	2.80077084004012
Trimmed Mean ( 75 / 95 )	0.211404010294118	0.0747898033767112	2.8266421457119
Trimmed Mean ( 76 / 95 )	0.212317279104478	0.0743559624007161	2.85541700018979
Trimmed Mean ( 77 / 95 )	0.213274965151515	0.0738859420982202	2.88654321911465
Trimmed Mean ( 78 / 95 )	0.21410158	0.0734361071727602	2.91548106568777
Trimmed Mean ( 79 / 95 )	0.21410158	0.0730014382199651	2.93284057438536
Trimmed Mean ( 80 / 95 )	0.215852185714286	0.0725425809498793	2.97552393212231
Trimmed Mean ( 81 / 95 )	0.216795043548387	0.0720453435711897	3.00914719539323
Trimmed Mean ( 82 / 95 )	0.217684962295082	0.0715248642147878	3.04348655093393
Trimmed Mean ( 83 / 95 )	0.218895211666667	0.0710058784141878	3.08277591314086
Trimmed Mean ( 84 / 95 )	0.220648774576271	0.0705690823129113	3.12670602117071
Trimmed Mean ( 85 / 95 )	0.221854787931034	0.0702206903428721	3.15939343301478
Trimmed Mean ( 86 / 95 )	0.223140398245614	0.0698577655213017	3.19421035843999
Trimmed Mean ( 87 / 95 )	0.224601744642857	0.0694736252868809	3.23290664213071
Trimmed Mean ( 88 / 95 )	0.226075958181818	0.0690472541509182	3.27422083559874
Trimmed Mean ( 89 / 95 )	0.227682735185185	0.0685874550297277	3.31959736786415
Trimmed Mean ( 90 / 95 )	0.228929928301887	0.0681417603020678	3.35961277324002
Trimmed Mean ( 91 / 95 )	0.230402494230769	0.0676649336455131	3.40505017617862
Trimmed Mean ( 92 / 95 )	0.232206896078431	0.0671960882974073	3.4556609166101
Trimmed Mean ( 93 / 95 )	0.233696814	0.0667560252914895	3.50075986369119
Trimmed Mean ( 94 / 95 )	0.233696814	0.0663922670819902	3.51994026219047
Trimmed Mean ( 95 / 95 )	0.235052077083333	0.0660082758674643	3.56094859310196
Median	0.217204
Midrange	-0.94782
Midmean - Weighted Average at Xnp	0.197869408391608
Midmean - Weighted Average at X(n+1)p	0.208120870833333
Midmean - Empirical Distribution Function	0.208120870833333
Midmean - Empirical Distribution Function - Averaging	0.208120870833333
Midmean - Empirical Distribution Function - Interpolation	0.209002714084507
Midmean - Closest Observation	0.208120870833333
Midmean - True Basic - Statistics Graphics Toolkit	0.208120870833333
Midmean - MS Excel (old versions)	0.208120870833333
Number of observations	286

\begin{tabular}{lllllllll}
\hline
Central Tendency - Ungrouped Data \tabularnewline
Measure & Value & S.E. & Value/S.E. \tabularnewline
Arithmetic Mean & -1.55944055947224e-07 & 0.134515686358892 & -1.15930015426722e-06 \tabularnewline
Geometric Mean & NaN &  &  \tabularnewline
Harmonic Mean & 3.55318343832028 &  &  \tabularnewline
Quadratic Mean & 2.27088615188699 &  &  \tabularnewline
Winsorized Mean ( 1 / 95 ) & -0.00036372237762238 & 0.134325806609963 & -0.00270776246800072 \tabularnewline
Winsorized Mean ( 2 / 95 ) & 0.0062125013986014 & 0.13328622236495 & 0.0466102293873329 \tabularnewline
Winsorized Mean ( 3 / 95 ) & 0.00637624265734266 & 0.13290771747519 & 0.047974961713814 \tabularnewline
Winsorized Mean ( 4 / 95 ) & 0.00348533356643356 & 0.132520636152511 & 0.0263003081453856 \tabularnewline
Winsorized Mean ( 5 / 95 ) & 0.00426330559440561 & 0.132415868370826 & 0.0321963345243969 \tabularnewline
Winsorized Mean ( 6 / 95 ) & 0.00552938951048952 & 0.132190968320853 & 0.0418287995067001 \tabularnewline
Winsorized Mean ( 7 / 95 ) & 0.0120592146853147 & 0.131340581348092 & 0.0918163644590101 \tabularnewline
Winsorized Mean ( 8 / 95 ) & 0.0111422916083916 & 0.131195121564292 & 0.0849291610506369 \tabularnewline
Winsorized Mean ( 9 / 95 ) & 0.0101862776223776 & 0.130851374349664 & 0.0778461645741495 \tabularnewline
Winsorized Mean ( 10 / 95 ) & 0.0107006132867133 & 0.1306442095875 & 0.081906525520723 \tabularnewline
Winsorized Mean ( 11 / 95 ) & 0.0109313825174825 & 0.130030991418582 & 0.0840675165068408 \tabularnewline
Winsorized Mean ( 12 / 95 ) & 0.00509040349650346 & 0.129320241087979 & 0.0393627745639631 \tabularnewline
Winsorized Mean ( 13 / 95 ) & -0.00185914195804199 & 0.1285844114385 & -0.0144585330153429 \tabularnewline
Winsorized Mean ( 14 / 95 ) & 0.00113470419580417 & 0.128174528100551 & 0.00885280572216353 \tabularnewline
Winsorized Mean ( 15 / 95 ) & 0.00646389999999994 & 0.126448815771391 & 0.051118707285374 \tabularnewline
Winsorized Mean ( 16 / 95 ) & 0.0175643195804196 & 0.124925183601949 & 0.140598709355394 \tabularnewline
Winsorized Mean ( 17 / 95 ) & 0.0167083755244755 & 0.124706456036182 & 0.133981640209773 \tabularnewline
Winsorized Mean ( 18 / 95 ) & 0.0128031307692308 & 0.124264466620213 & 0.103031309894572 \tabularnewline
Winsorized Mean ( 19 / 95 ) & 0.0118737251748252 & 0.124160467665489 & 0.095632091261247 \tabularnewline
Winsorized Mean ( 20 / 95 ) & 0.00831148741258743 & 0.123806237203436 & 0.067133026577087 \tabularnewline
Winsorized Mean ( 21 / 95 ) & 0.0149470468531468 & 0.122668117710624 & 0.121849484055891 \tabularnewline
Winsorized Mean ( 22 / 95 ) & 0.0129255083916084 & 0.122142972524834 & 0.105822775755522 \tabularnewline
Winsorized Mean ( 23 / 95 ) & 0.0129777811188811 & 0.121970899270196 & 0.106400634877111 \tabularnewline
Winsorized Mean ( 24 / 95 ) & 0.0247654734265735 & 0.120409831243323 & 0.205676506401937 \tabularnewline
Winsorized Mean ( 25 / 95 ) & 0.0186404734265734 & 0.118702669572452 & 0.157034997559141 \tabularnewline
Winsorized Mean ( 26 / 95 ) & 0.0354677461538461 & 0.116715106911708 & 0.303883079854234 \tabularnewline
Winsorized Mean ( 27 / 95 ) & 0.0335031657342658 & 0.11535348807034 & 0.290439121475341 \tabularnewline
Winsorized Mean ( 28 / 95 ) & 0.0473592496503497 & 0.113818348824446 & 0.416095033353514 \tabularnewline
Winsorized Mean ( 29 / 95 ) & 0.0494693545454546 & 0.11343122031862 & 0.436117626227584 \tabularnewline
Winsorized Mean ( 30 / 95 ) & 0.0495197041958042 & 0.112987116058663 & 0.438277441917302 \tabularnewline
Winsorized Mean ( 31 / 95 ) & 0.0519151587412588 & 0.112746348148787 & 0.46045978068175 \tabularnewline
Winsorized Mean ( 32 / 95 ) & 0.0545859279720279 & 0.112443928501641 & 0.485450203487254 \tabularnewline
Winsorized Mean ( 33 / 95 ) & 0.0546182356643357 & 0.111545481066194 & 0.489649918062782 \tabularnewline
Winsorized Mean ( 34 / 95 ) & 0.0669783055944056 & 0.110163876670494 & 0.607987914175728 \tabularnewline
Winsorized Mean ( 35 / 95 ) & 0.0748667671328671 & 0.108581911666993 & 0.689495754711649 \tabularnewline
Winsorized Mean ( 36 / 95 ) & 0.077041872027972 & 0.108337135868103 & 0.711130780878016 \tabularnewline
Winsorized Mean ( 37 / 95 ) & 0.0942054734265735 & 0.106292736009135 & 0.886283267922255 \tabularnewline
Winsorized Mean ( 38 / 95 ) & 0.112555753146853 & 0.104284494534588 & 1.0793143664279 \tabularnewline
Winsorized Mean ( 39 / 95 ) & 0.114419844055944 & 0.103866054747434 & 1.10160960993631 \tabularnewline
Winsorized Mean ( 40 / 95 ) & 0.109920543356643 & 0.102473761925025 & 1.07267012835019 \tabularnewline
Winsorized Mean ( 41 / 95 ) & 0.0989523265734266 & 0.101009337619433 & 0.979635436737969 \tabularnewline
Winsorized Mean ( 42 / 95 ) & 0.091813795104895 & 0.100421252578779 & 0.914286495608765 \tabularnewline
Winsorized Mean ( 43 / 95 ) & 0.111446452447552 & 0.0977966374256082 & 1.13957345959187 \tabularnewline
Winsorized Mean ( 44 / 95 ) & 0.111441837062937 & 0.0976848479976673 & 1.14083032678311 \tabularnewline
Winsorized Mean ( 45 / 95 ) & 0.122924704195804 & 0.0961755937585808 & 1.27812784295742 \tabularnewline
Winsorized Mean ( 46 / 95 ) & 0.132763235664336 & 0.0951719442978287 & 1.39498290850158 \tabularnewline
Winsorized Mean ( 47 / 95 ) & 0.125719809090909 & 0.0939750052068251 & 1.33780050146545 \tabularnewline
Winsorized Mean ( 48 / 95 ) & 0.12598834055944 & 0.0938193423484577 & 1.34288236738542 \tabularnewline
Winsorized Mean ( 49 / 95 ) & 0.111661837062937 & 0.092610582019443 & 1.20571358723882 \tabularnewline
Winsorized Mean ( 50 / 95 ) & 0.114516732167832 & 0.0917354112014868 & 1.24833726330946 \tabularnewline
Winsorized Mean ( 51 / 95 ) & 0.118008270629371 & 0.0913222073210183 & 1.292218772314 \tabularnewline
Winsorized Mean ( 52 / 95 ) & 0.116555543356643 & 0.0908088588606527 & 1.28352613191076 \tabularnewline
Winsorized Mean ( 53 / 95 ) & 0.124957711188811 & 0.0899444053133234 & 1.38927719576908 \tabularnewline
Winsorized Mean ( 54 / 95 ) & 0.127200788111888 & 0.0896452888439317 & 1.41893444432243 \tabularnewline
Winsorized Mean ( 55 / 95 ) & 0.130775788111888 & 0.0892859718003053 & 1.4646846024634 \tabularnewline
Winsorized Mean ( 56 / 95 ) & 0.138067536363636 & 0.0885935257423936 & 1.55843821776661 \tabularnewline
Winsorized Mean ( 57 / 95 ) & 0.141180613286713 & 0.0869842761502673 & 1.62305901175542 \tabularnewline
Winsorized Mean ( 58 / 95 ) & 0.141711941958042 & 0.0864138420002601 & 1.63992178426247 \tabularnewline
Winsorized Mean ( 59 / 95 ) & 0.142982711188811 & 0.0859861383440122 & 1.66285768779112 \tabularnewline
Winsorized Mean ( 60 / 95 ) & 0.149599494405594 & 0.0852497113050148 & 1.75483872162737 \tabularnewline
Winsorized Mean ( 61 / 95 ) & 0.155031906993007 & 0.0842840457836833 & 1.83939802072268 \tabularnewline
Winsorized Mean ( 62 / 95 ) & 0.169625753146853 & 0.0820155361653853 & 2.06821489046661 \tabularnewline
Winsorized Mean ( 63 / 95 ) & 0.177831172727273 & 0.0813741841943249 & 2.18535122026667 \tabularnewline
Winsorized Mean ( 64 / 95 ) & 0.169430613286713 & 0.0805301229694488 & 2.10394082411859 \tabularnewline
Winsorized Mean ( 65 / 95 ) & 0.166962431468531 & 0.0803348724269588 & 2.07833069779671 \tabularnewline
Winsorized Mean ( 66 / 95 ) & 0.173629354545455 & 0.0790493639750597 & 2.19646744533245 \tabularnewline
Winsorized Mean ( 67 / 95 ) & 0.183374809090909 & 0.0768948371258028 & 2.38474800058294 \tabularnewline
Winsorized Mean ( 68 / 95 ) & 0.186601242657343 & 0.076301122254504 & 2.44558975207377 \tabularnewline
Winsorized Mean ( 69 / 95 ) & 0.186203165734266 & 0.076036567619636 & 2.44886337670744 \tabularnewline
Winsorized Mean ( 70 / 95 ) & 0.172536032867133 & 0.0749054060001837 & 2.30338559097737 \tabularnewline
Winsorized Mean ( 71 / 95 ) & 0.177034354545455 & 0.0745101445631296 & 2.37597652753794 \tabularnewline
Winsorized Mean ( 72 / 95 ) & 0.18166903986014 & 0.0736794958129194 & 2.46566616472809 \tabularnewline
Winsorized Mean ( 73 / 95 ) & 0.181028375524476 & 0.0724780821813486 & 2.4976982016649 \tabularnewline
Winsorized Mean ( 74 / 95 ) & 0.182107326573427 & 0.0715225710511034 & 2.5461518496491 \tabularnewline
Winsorized Mean ( 75 / 95 ) & 0.179311872027972 & 0.0713180137765 & 2.51425779453013 \tabularnewline
Winsorized Mean ( 76 / 95 ) & 0.178724599300699 & 0.0711363410781503 & 2.51242327890259 \tabularnewline
Winsorized Mean ( 77 / 95 ) & 0.184343445454545 & 0.0699783536735201 & 2.63429240297062 \tabularnewline
Winsorized Mean ( 78 / 95 ) & 0.183075263636364 & 0.0689114962817631 & 2.65667230454279 \tabularnewline
Winsorized Mean ( 79 / 95 ) & 0.184995018881119 & 0.0685024512254671 & 2.7005605722375 \tabularnewline
Winsorized Mean ( 80 / 95 ) & 0.183148865034965 & 0.0682740571937102 & 2.68255429020905 \tabularnewline
Winsorized Mean ( 81 / 95 ) & 0.186046172727273 & 0.067760381839549 & 2.74564823391661 \tabularnewline
Winsorized Mean ( 82 / 95 ) & 0.176045613286713 & 0.0668098040119436 & 2.63502663853409 \tabularnewline
Winsorized Mean ( 83 / 95 ) & 0.158844879020979 & 0.0645999223456228 & 2.45890201184959 \tabularnewline
Winsorized Mean ( 84 / 95 ) & 0.179559983916084 & 0.0624763215901615 & 2.87404858906354 \tabularnewline
Winsorized Mean ( 85 / 95 ) & 0.178296872027972 & 0.0619528337818284 & 2.87794538432024 \tabularnewline
Winsorized Mean ( 86 / 95 ) & 0.173924704195804 & 0.0614945327911137 & 2.8282953996349 \tabularnewline
Winsorized Mean ( 87 / 95 ) & 0.175272291608392 & 0.06132082496986 & 2.85828332698623 \tabularnewline
Winsorized Mean ( 88 / 95 ) & 0.172681522377622 & 0.0609457561243929 & 2.83336418084915 \tabularnewline
Winsorized Mean ( 89 / 95 ) & 0.186542805594406 & 0.05991291332338 & 3.11356592839244 \tabularnewline
Winsorized Mean ( 90 / 95 ) & 0.180736861538462 & 0.0594526320063693 & 3.04001446931902 \tabularnewline
Winsorized Mean ( 91 / 95 ) & 0.171841452447552 & 0.0584148131487391 & 2.94174445118912 \tabularnewline
Winsorized Mean ( 92 / 95 ) & 0.184279466433566 & 0.0571823411808334 & 3.2226638963732 \tabularnewline
Winsorized Mean ( 93 / 95 ) & 0.209501326573427 & 0.0553874408435853 & 3.78246987733303 \tabularnewline
Winsorized Mean ( 94 / 95 ) & 0.215650767132867 & 0.0548606134545766 & 3.93088508409446 \tabularnewline
Winsorized Mean ( 95 / 95 ) & 0.218848879020979 & 0.0543945099146369 & 4.02336337553966 \tabularnewline
Trimmed Mean ( 1 / 95 ) & 0.00667463169014084 & 0.132623625818313 & 0.05032762186192 \tabularnewline
Trimmed Mean ( 2 / 95 ) & 0.0138128205673759 & 0.130841464067871 & 0.105569137931771 \tabularnewline
Trimmed Mean ( 3 / 95 ) & 0.0176944121428571 & 0.129536961751972 & 0.136597399719295 \tabularnewline
Trimmed Mean ( 4 / 95 ) & 0.0215757028776978 & 0.128312115221976 & 0.168150161349709 \tabularnewline
Trimmed Mean ( 5 / 95 ) & 0.0262621572463768 & 0.127139916771888 & 0.20656106998635 \tabularnewline
Trimmed Mean ( 6 / 95 ) & 0.0308546182481752 & 0.125938410641705 & 0.244997678555407 \tabularnewline
Trimmed Mean ( 7 / 95 ) & 0.0352927404411765 & 0.124725776570168 & 0.282962683510105 \tabularnewline
Trimmed Mean ( 8 / 95 ) & 0.0388085014814815 & 0.123603217376141 & 0.313976466837284 \tabularnewline
Trimmed Mean ( 9 / 95 ) & 0.04249905 & 0.122450801231175 & 0.347070411730227 \tabularnewline
Trimmed Mean ( 10 / 95 ) & 0.0463593060150376 & 0.121292083029813 & 0.38221213501332 \tabularnewline
Trimmed Mean ( 11 / 95 ) & 0.0502223310606061 & 0.120105227839103 & 0.41815274792106 \tabularnewline
Trimmed Mean ( 12 / 95 ) & 0.0541214328244275 & 0.118934666255156 & 0.455051790436929 \tabularnewline
Trimmed Mean ( 13 / 95 ) & 0.0586159438461538 & 0.117785975644192 & 0.497647903543465 \tabularnewline
Trimmed Mean ( 14 / 95 ) & 0.0637727341085271 & 0.116657314174273 & 0.546667258370598 \tabularnewline
Trimmed Mean ( 15 / 95 ) & 0.06877119296875 & 0.115514529370598 & 0.595346692259946 \tabularnewline
Trimmed Mean ( 16 / 95 ) & 0.0734483283464567 & 0.114478638427267 & 0.641589814095505 \tabularnewline
Trimmed Mean ( 17 / 95 ) & 0.077412323015873 & 0.113529274251103 & 0.681871028653396 \tabularnewline
Trimmed Mean ( 18 / 95 ) & 0.0814973416 & 0.112551443238896 & 0.724089707379565 \tabularnewline
Trimmed Mean ( 19 / 95 ) & 0.0858984491935484 & 0.11156053683384 & 0.769971637206146 \tabularnewline
Trimmed Mean ( 20 / 95 ) & 0.0904279894308943 & 0.110527700270965 & 0.81814775128049 \tabularnewline
Trimmed Mean ( 21 / 95 ) & 0.0952405549180328 & 0.109469008172104 & 0.870023000192883 \tabularnewline
Trimmed Mean ( 22 / 95 ) & 0.0997592371900826 & 0.108442968755572 & 0.919923516802064 \tabularnewline
Trimmed Mean ( 23 / 95 ) & 0.104462730833333 & 0.107401890996531 & 0.972633999867908 \tabularnewline
Trimmed Mean ( 24 / 95 ) & 0.109242543697479 & 0.106318558271323 & 1.02750211697467 \tabularnewline
Trimmed Mean ( 25 / 95 ) & 0.113508158474576 & 0.1052900526508 & 1.07805206300952 \tabularnewline
Trimmed Mean ( 26 / 95 ) & 0.118146134188034 & 0.104322625063065 & 1.13250729759352 \tabularnewline
Trimmed Mean ( 27 / 95 ) & 0.122066230172414 & 0.103438733438994 & 1.18008241317461 \tabularnewline
Trimmed Mean ( 28 / 95 ) & 0.12614498 & 0.102595088441205 & 1.22954209520752 \tabularnewline
Trimmed Mean ( 29 / 95 ) & 0.12967454122807 & 0.101805044011588 & 1.27375359921567 \tabularnewline
Trimmed Mean ( 30 / 95 ) & 0.133174492920354 & 0.100995989436927 & 1.31861169599733 \tabularnewline
Trimmed Mean ( 31 / 95 ) & 0.133174492920354 & 0.100169415306185 & 1.32949256530333 \tabularnewline
Trimmed Mean ( 32 / 95 ) & 0.140259709009009 & 0.0993116978835427 & 1.41231810550137 \tabularnewline
Trimmed Mean ( 33 / 95 ) & 0.143740206363636 & 0.0984243771737462 & 1.46041265884665 \tabularnewline
Trimmed Mean ( 34 / 95 ) & 0.147283281651376 & 0.0975404810756851 & 1.50997083495102 \tabularnewline
Trimmed Mean ( 35 / 95 ) & 0.150410626851852 & 0.0966897051468008 & 1.55560125686068 \tabularnewline
Trimmed Mean ( 36 / 95 ) & 0.153295212149533 & 0.0958831638002824 & 1.59877090068529 \tabularnewline
Trimmed Mean ( 37 / 95 ) & 0.156152714150943 & 0.0950439731773792 & 1.64295229808541 \tabularnewline
Trimmed Mean ( 38 / 95 ) & 0.158432882857143 & 0.0942745729647445 & 1.68054734033525 \tabularnewline
Trimmed Mean ( 39 / 95 ) & 0.160092910576923 & 0.0935740034534659 & 1.71086952218024 \tabularnewline
Trimmed Mean ( 40 / 95 ) & 0.161718812621359 & 0.0928545933345136 & 1.74163503186922 \tabularnewline
Trimmed Mean ( 41 / 95 ) & 0.163534291176471 & 0.0921677646815303 & 1.77431113515159 \tabularnewline
Trimmed Mean ( 42 / 95 ) & 0.165764482178218 & 0.0915170773629279 & 1.81129562869286 \tabularnewline
Trimmed Mean ( 43 / 95 ) & 0.168282327 & 0.0908563514281115 & 1.85218011019461 \tabularnewline
Trimmed Mean ( 44 / 95 ) & 0.170191542424242 & 0.0902963546663134 & 1.88481077728086 \tabularnewline
Trimmed Mean ( 45 / 95 ) & 0.172139874489796 & 0.0897056685420334 & 1.91894087951796 \tabularnewline
Trimmed Mean ( 46 / 95 ) & 0.173752192783505 & 0.0891569215183531 & 1.94883571375597 \tabularnewline
Trimmed Mean ( 47 / 95 ) & 0.173752192783505 & 0.0886247068240083 & 1.96053898523516 \tabularnewline
Trimmed Mean ( 48 / 95 ) & 0.176660344210526 & 0.0881177386040709 & 2.00482158313542 \tabularnewline
Trimmed Mean ( 49 / 95 ) & 0.178266305319149 & 0.0875836255636157 & 2.03538394502368 \tabularnewline
Trimmed Mean ( 50 / 95 ) & 0.18035637311828 & 0.0870731877117061 & 2.07131928734972 \tabularnewline
Trimmed Mean ( 51 / 95 ) & 0.182403127173913 & 0.08657186014007 & 2.10695631211795 \tabularnewline
Trimmed Mean ( 52 / 95 ) & 0.184387282417582 & 0.0860560136819624 & 2.1426426176214 \tabularnewline
Trimmed Mean ( 53 / 95 ) & 0.186459918888889 & 0.0855289720371863 & 2.18007903576603 \tabularnewline
Trimmed Mean ( 54 / 95 ) & 0.188324412359551 & 0.0850092070956376 & 2.21534135882106 \tabularnewline
Trimmed Mean ( 55 / 95 ) & 0.190163780681818 & 0.0844665782667064 & 2.25134940451085 \tabularnewline
Trimmed Mean ( 56 / 95 ) & 0.191938594252874 & 0.0839026679240572 & 2.28763398115782 \tabularnewline
Trimmed Mean ( 57 / 95 ) & 0.193538170930233 & 0.0833338135887984 & 2.32244466676187 \tabularnewline
Trimmed Mean ( 58 / 95 ) & 0.195083502352941 & 0.0828070466268164 & 2.35588045099733 \tabularnewline
Trimmed Mean ( 59 / 95 ) & 0.196650032142857 & 0.0822693113934829 & 2.39032062882241 \tabularnewline
Trimmed Mean ( 60 / 95 ) & 0.198217201204819 & 0.0817120927280846 & 2.42580008156726 \tabularnewline
Trimmed Mean ( 61 / 95 ) & 0.199630276829268 & 0.0811509218551211 & 2.45998778899479 \tabularnewline
Trimmed Mean ( 62 / 95 ) & 0.199630276829268 & 0.0805973418537716 & 2.47688412840536 \tabularnewline
Trimmed Mean ( 63 / 95 ) & 0.20182328375 & 0.0801216862355749 & 2.51895951311604 \tabularnewline
Trimmed Mean ( 64 / 95 ) & 0.202512629113924 & 0.0796402952404427 & 2.54284126524791 \tabularnewline
Trimmed Mean ( 65 / 95 ) & 0.203460291025641 & 0.0791622503658265 & 2.57016810519415 \tabularnewline
Trimmed Mean ( 66 / 95 ) & 0.204503087012987 & 0.0786526372751201 & 2.60007921028322 \tabularnewline
Trimmed Mean ( 67 / 95 ) & 0.205383259210526 & 0.0781693797049738 & 2.62741318897095 \tabularnewline
Trimmed Mean ( 68 / 95 ) & 0.206009569333333 & 0.0777608530625929 & 2.64927095343859 \tabularnewline
Trimmed Mean ( 69 / 95 ) & 0.206561117567568 & 0.0773456910961926 & 2.67062217222513 \tabularnewline
Trimmed Mean ( 70 / 95 ) & 0.207139078082192 & 0.0769048299786227 & 2.69344692836289 \tabularnewline
Trimmed Mean ( 71 / 95 ) & 0.208120870833333 & 0.0764833529070568 & 2.7211264010123 \tabularnewline
Trimmed Mean ( 72 / 95 ) & 0.209002714084507 & 0.0760423805706043 & 2.74850303891329 \tabularnewline
Trimmed Mean ( 73 / 95 ) & 0.209778252857143 & 0.0756049025747443 & 2.77466468063698 \tabularnewline
Trimmed Mean ( 74 / 95 ) & 0.21059445942029 & 0.0751916066854199 & 2.80077084004012 \tabularnewline
Trimmed Mean ( 75 / 95 ) & 0.211404010294118 & 0.0747898033767112 & 2.8266421457119 \tabularnewline
Trimmed Mean ( 76 / 95 ) & 0.212317279104478 & 0.0743559624007161 & 2.85541700018979 \tabularnewline
Trimmed Mean ( 77 / 95 ) & 0.213274965151515 & 0.0738859420982202 & 2.88654321911465 \tabularnewline
Trimmed Mean ( 78 / 95 ) & 0.21410158 & 0.0734361071727602 & 2.91548106568777 \tabularnewline
Trimmed Mean ( 79 / 95 ) & 0.21410158 & 0.0730014382199651 & 2.93284057438536 \tabularnewline
Trimmed Mean ( 80 / 95 ) & 0.215852185714286 & 0.0725425809498793 & 2.97552393212231 \tabularnewline
Trimmed Mean ( 81 / 95 ) & 0.216795043548387 & 0.0720453435711897 & 3.00914719539323 \tabularnewline
Trimmed Mean ( 82 / 95 ) & 0.217684962295082 & 0.0715248642147878 & 3.04348655093393 \tabularnewline
Trimmed Mean ( 83 / 95 ) & 0.218895211666667 & 0.0710058784141878 & 3.08277591314086 \tabularnewline
Trimmed Mean ( 84 / 95 ) & 0.220648774576271 & 0.0705690823129113 & 3.12670602117071 \tabularnewline
Trimmed Mean ( 85 / 95 ) & 0.221854787931034 & 0.0702206903428721 & 3.15939343301478 \tabularnewline
Trimmed Mean ( 86 / 95 ) & 0.223140398245614 & 0.0698577655213017 & 3.19421035843999 \tabularnewline
Trimmed Mean ( 87 / 95 ) & 0.224601744642857 & 0.0694736252868809 & 3.23290664213071 \tabularnewline
Trimmed Mean ( 88 / 95 ) & 0.226075958181818 & 0.0690472541509182 & 3.27422083559874 \tabularnewline
Trimmed Mean ( 89 / 95 ) & 0.227682735185185 & 0.0685874550297277 & 3.31959736786415 \tabularnewline
Trimmed Mean ( 90 / 95 ) & 0.228929928301887 & 0.0681417603020678 & 3.35961277324002 \tabularnewline
Trimmed Mean ( 91 / 95 ) & 0.230402494230769 & 0.0676649336455131 & 3.40505017617862 \tabularnewline
Trimmed Mean ( 92 / 95 ) & 0.232206896078431 & 0.0671960882974073 & 3.4556609166101 \tabularnewline
Trimmed Mean ( 93 / 95 ) & 0.233696814 & 0.0667560252914895 & 3.50075986369119 \tabularnewline
Trimmed Mean ( 94 / 95 ) & 0.233696814 & 0.0663922670819902 & 3.51994026219047 \tabularnewline
Trimmed Mean ( 95 / 95 ) & 0.235052077083333 & 0.0660082758674643 & 3.56094859310196 \tabularnewline
Median & 0.217204 &  &  \tabularnewline
Midrange & -0.94782 &  &  \tabularnewline
Midmean - Weighted Average at Xnp & 0.197869408391608 &  &  \tabularnewline
Midmean - Weighted Average at X(n+1)p & 0.208120870833333 &  &  \tabularnewline
Midmean - Empirical Distribution Function & 0.208120870833333 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Averaging & 0.208120870833333 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Interpolation & 0.209002714084507 &  &  \tabularnewline
Midmean - Closest Observation & 0.208120870833333 &  &  \tabularnewline
Midmean - True Basic - Statistics Graphics Toolkit & 0.208120870833333 &  &  \tabularnewline
Midmean - MS Excel (old versions) & 0.208120870833333 &  &  \tabularnewline
Number of observations & 286 &  &  \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=269441&T=1

[TABLE]
[ROW][C]Central Tendency - Ungrouped Data[/C][/ROW]
[ROW][C]Measure[/C][C]Value[/C][C]S.E.[/C][C]Value/S.E.[/C][/ROW]
[ROW][C]Arithmetic Mean[/C][C]-1.55944055947224e-07[/C][C]0.134515686358892[/C][C]-1.15930015426722e-06[/C][/ROW]
[ROW][C]Geometric Mean[/C][C]NaN[/C][C][/C][C][/C][/ROW]
[ROW][C]Harmonic Mean[/C][C]3.55318343832028[/C][C][/C][C][/C][/ROW]
[ROW][C]Quadratic Mean[/C][C]2.27088615188699[/C][C][/C][C][/C][/ROW]
[ROW][C]Winsorized Mean ( 1 / 95 )[/C][C]-0.00036372237762238[/C][C]0.134325806609963[/C][C]-0.00270776246800072[/C][/ROW]
[ROW][C]Winsorized Mean ( 2 / 95 )[/C][C]0.0062125013986014[/C][C]0.13328622236495[/C][C]0.0466102293873329[/C][/ROW]
[ROW][C]Winsorized Mean ( 3 / 95 )[/C][C]0.00637624265734266[/C][C]0.13290771747519[/C][C]0.047974961713814[/C][/ROW]
[ROW][C]Winsorized Mean ( 4 / 95 )[/C][C]0.00348533356643356[/C][C]0.132520636152511[/C][C]0.0263003081453856[/C][/ROW]
[ROW][C]Winsorized Mean ( 5 / 95 )[/C][C]0.00426330559440561[/C][C]0.132415868370826[/C][C]0.0321963345243969[/C][/ROW]
[ROW][C]Winsorized Mean ( 6 / 95 )[/C][C]0.00552938951048952[/C][C]0.132190968320853[/C][C]0.0418287995067001[/C][/ROW]
[ROW][C]Winsorized Mean ( 7 / 95 )[/C][C]0.0120592146853147[/C][C]0.131340581348092[/C][C]0.0918163644590101[/C][/ROW]
[ROW][C]Winsorized Mean ( 8 / 95 )[/C][C]0.0111422916083916[/C][C]0.131195121564292[/C][C]0.0849291610506369[/C][/ROW]
[ROW][C]Winsorized Mean ( 9 / 95 )[/C][C]0.0101862776223776[/C][C]0.130851374349664[/C][C]0.0778461645741495[/C][/ROW]
[ROW][C]Winsorized Mean ( 10 / 95 )[/C][C]0.0107006132867133[/C][C]0.1306442095875[/C][C]0.081906525520723[/C][/ROW]
[ROW][C]Winsorized Mean ( 11 / 95 )[/C][C]0.0109313825174825[/C][C]0.130030991418582[/C][C]0.0840675165068408[/C][/ROW]
[ROW][C]Winsorized Mean ( 12 / 95 )[/C][C]0.00509040349650346[/C][C]0.129320241087979[/C][C]0.0393627745639631[/C][/ROW]
[ROW][C]Winsorized Mean ( 13 / 95 )[/C][C]-0.00185914195804199[/C][C]0.1285844114385[/C][C]-0.0144585330153429[/C][/ROW]
[ROW][C]Winsorized Mean ( 14 / 95 )[/C][C]0.00113470419580417[/C][C]0.128174528100551[/C][C]0.00885280572216353[/C][/ROW]
[ROW][C]Winsorized Mean ( 15 / 95 )[/C][C]0.00646389999999994[/C][C]0.126448815771391[/C][C]0.051118707285374[/C][/ROW]
[ROW][C]Winsorized Mean ( 16 / 95 )[/C][C]0.0175643195804196[/C][C]0.124925183601949[/C][C]0.140598709355394[/C][/ROW]
[ROW][C]Winsorized Mean ( 17 / 95 )[/C][C]0.0167083755244755[/C][C]0.124706456036182[/C][C]0.133981640209773[/C][/ROW]
[ROW][C]Winsorized Mean ( 18 / 95 )[/C][C]0.0128031307692308[/C][C]0.124264466620213[/C][C]0.103031309894572[/C][/ROW]
[ROW][C]Winsorized Mean ( 19 / 95 )[/C][C]0.0118737251748252[/C][C]0.124160467665489[/C][C]0.095632091261247[/C][/ROW]
[ROW][C]Winsorized Mean ( 20 / 95 )[/C][C]0.00831148741258743[/C][C]0.123806237203436[/C][C]0.067133026577087[/C][/ROW]
[ROW][C]Winsorized Mean ( 21 / 95 )[/C][C]0.0149470468531468[/C][C]0.122668117710624[/C][C]0.121849484055891[/C][/ROW]
[ROW][C]Winsorized Mean ( 22 / 95 )[/C][C]0.0129255083916084[/C][C]0.122142972524834[/C][C]0.105822775755522[/C][/ROW]
[ROW][C]Winsorized Mean ( 23 / 95 )[/C][C]0.0129777811188811[/C][C]0.121970899270196[/C][C]0.106400634877111[/C][/ROW]
[ROW][C]Winsorized Mean ( 24 / 95 )[/C][C]0.0247654734265735[/C][C]0.120409831243323[/C][C]0.205676506401937[/C][/ROW]
[ROW][C]Winsorized Mean ( 25 / 95 )[/C][C]0.0186404734265734[/C][C]0.118702669572452[/C][C]0.157034997559141[/C][/ROW]
[ROW][C]Winsorized Mean ( 26 / 95 )[/C][C]0.0354677461538461[/C][C]0.116715106911708[/C][C]0.303883079854234[/C][/ROW]
[ROW][C]Winsorized Mean ( 27 / 95 )[/C][C]0.0335031657342658[/C][C]0.11535348807034[/C][C]0.290439121475341[/C][/ROW]
[ROW][C]Winsorized Mean ( 28 / 95 )[/C][C]0.0473592496503497[/C][C]0.113818348824446[/C][C]0.416095033353514[/C][/ROW]
[ROW][C]Winsorized Mean ( 29 / 95 )[/C][C]0.0494693545454546[/C][C]0.11343122031862[/C][C]0.436117626227584[/C][/ROW]
[ROW][C]Winsorized Mean ( 30 / 95 )[/C][C]0.0495197041958042[/C][C]0.112987116058663[/C][C]0.438277441917302[/C][/ROW]
[ROW][C]Winsorized Mean ( 31 / 95 )[/C][C]0.0519151587412588[/C][C]0.112746348148787[/C][C]0.46045978068175[/C][/ROW]
[ROW][C]Winsorized Mean ( 32 / 95 )[/C][C]0.0545859279720279[/C][C]0.112443928501641[/C][C]0.485450203487254[/C][/ROW]
[ROW][C]Winsorized Mean ( 33 / 95 )[/C][C]0.0546182356643357[/C][C]0.111545481066194[/C][C]0.489649918062782[/C][/ROW]
[ROW][C]Winsorized Mean ( 34 / 95 )[/C][C]0.0669783055944056[/C][C]0.110163876670494[/C][C]0.607987914175728[/C][/ROW]
[ROW][C]Winsorized Mean ( 35 / 95 )[/C][C]0.0748667671328671[/C][C]0.108581911666993[/C][C]0.689495754711649[/C][/ROW]
[ROW][C]Winsorized Mean ( 36 / 95 )[/C][C]0.077041872027972[/C][C]0.108337135868103[/C][C]0.711130780878016[/C][/ROW]
[ROW][C]Winsorized Mean ( 37 / 95 )[/C][C]0.0942054734265735[/C][C]0.106292736009135[/C][C]0.886283267922255[/C][/ROW]
[ROW][C]Winsorized Mean ( 38 / 95 )[/C][C]0.112555753146853[/C][C]0.104284494534588[/C][C]1.0793143664279[/C][/ROW]
[ROW][C]Winsorized Mean ( 39 / 95 )[/C][C]0.114419844055944[/C][C]0.103866054747434[/C][C]1.10160960993631[/C][/ROW]
[ROW][C]Winsorized Mean ( 40 / 95 )[/C][C]0.109920543356643[/C][C]0.102473761925025[/C][C]1.07267012835019[/C][/ROW]
[ROW][C]Winsorized Mean ( 41 / 95 )[/C][C]0.0989523265734266[/C][C]0.101009337619433[/C][C]0.979635436737969[/C][/ROW]
[ROW][C]Winsorized Mean ( 42 / 95 )[/C][C]0.091813795104895[/C][C]0.100421252578779[/C][C]0.914286495608765[/C][/ROW]
[ROW][C]Winsorized Mean ( 43 / 95 )[/C][C]0.111446452447552[/C][C]0.0977966374256082[/C][C]1.13957345959187[/C][/ROW]
[ROW][C]Winsorized Mean ( 44 / 95 )[/C][C]0.111441837062937[/C][C]0.0976848479976673[/C][C]1.14083032678311[/C][/ROW]
[ROW][C]Winsorized Mean ( 45 / 95 )[/C][C]0.122924704195804[/C][C]0.0961755937585808[/C][C]1.27812784295742[/C][/ROW]
[ROW][C]Winsorized Mean ( 46 / 95 )[/C][C]0.132763235664336[/C][C]0.0951719442978287[/C][C]1.39498290850158[/C][/ROW]
[ROW][C]Winsorized Mean ( 47 / 95 )[/C][C]0.125719809090909[/C][C]0.0939750052068251[/C][C]1.33780050146545[/C][/ROW]
[ROW][C]Winsorized Mean ( 48 / 95 )[/C][C]0.12598834055944[/C][C]0.0938193423484577[/C][C]1.34288236738542[/C][/ROW]
[ROW][C]Winsorized Mean ( 49 / 95 )[/C][C]0.111661837062937[/C][C]0.092610582019443[/C][C]1.20571358723882[/C][/ROW]
[ROW][C]Winsorized Mean ( 50 / 95 )[/C][C]0.114516732167832[/C][C]0.0917354112014868[/C][C]1.24833726330946[/C][/ROW]
[ROW][C]Winsorized Mean ( 51 / 95 )[/C][C]0.118008270629371[/C][C]0.0913222073210183[/C][C]1.292218772314[/C][/ROW]
[ROW][C]Winsorized Mean ( 52 / 95 )[/C][C]0.116555543356643[/C][C]0.0908088588606527[/C][C]1.28352613191076[/C][/ROW]
[ROW][C]Winsorized Mean ( 53 / 95 )[/C][C]0.124957711188811[/C][C]0.0899444053133234[/C][C]1.38927719576908[/C][/ROW]
[ROW][C]Winsorized Mean ( 54 / 95 )[/C][C]0.127200788111888[/C][C]0.0896452888439317[/C][C]1.41893444432243[/C][/ROW]
[ROW][C]Winsorized Mean ( 55 / 95 )[/C][C]0.130775788111888[/C][C]0.0892859718003053[/C][C]1.4646846024634[/C][/ROW]
[ROW][C]Winsorized Mean ( 56 / 95 )[/C][C]0.138067536363636[/C][C]0.0885935257423936[/C][C]1.55843821776661[/C][/ROW]
[ROW][C]Winsorized Mean ( 57 / 95 )[/C][C]0.141180613286713[/C][C]0.0869842761502673[/C][C]1.62305901175542[/C][/ROW]
[ROW][C]Winsorized Mean ( 58 / 95 )[/C][C]0.141711941958042[/C][C]0.0864138420002601[/C][C]1.63992178426247[/C][/ROW]
[ROW][C]Winsorized Mean ( 59 / 95 )[/C][C]0.142982711188811[/C][C]0.0859861383440122[/C][C]1.66285768779112[/C][/ROW]
[ROW][C]Winsorized Mean ( 60 / 95 )[/C][C]0.149599494405594[/C][C]0.0852497113050148[/C][C]1.75483872162737[/C][/ROW]
[ROW][C]Winsorized Mean ( 61 / 95 )[/C][C]0.155031906993007[/C][C]0.0842840457836833[/C][C]1.83939802072268[/C][/ROW]
[ROW][C]Winsorized Mean ( 62 / 95 )[/C][C]0.169625753146853[/C][C]0.0820155361653853[/C][C]2.06821489046661[/C][/ROW]
[ROW][C]Winsorized Mean ( 63 / 95 )[/C][C]0.177831172727273[/C][C]0.0813741841943249[/C][C]2.18535122026667[/C][/ROW]
[ROW][C]Winsorized Mean ( 64 / 95 )[/C][C]0.169430613286713[/C][C]0.0805301229694488[/C][C]2.10394082411859[/C][/ROW]
[ROW][C]Winsorized Mean ( 65 / 95 )[/C][C]0.166962431468531[/C][C]0.0803348724269588[/C][C]2.07833069779671[/C][/ROW]
[ROW][C]Winsorized Mean ( 66 / 95 )[/C][C]0.173629354545455[/C][C]0.0790493639750597[/C][C]2.19646744533245[/C][/ROW]
[ROW][C]Winsorized Mean ( 67 / 95 )[/C][C]0.183374809090909[/C][C]0.0768948371258028[/C][C]2.38474800058294[/C][/ROW]
[ROW][C]Winsorized Mean ( 68 / 95 )[/C][C]0.186601242657343[/C][C]0.076301122254504[/C][C]2.44558975207377[/C][/ROW]
[ROW][C]Winsorized Mean ( 69 / 95 )[/C][C]0.186203165734266[/C][C]0.076036567619636[/C][C]2.44886337670744[/C][/ROW]
[ROW][C]Winsorized Mean ( 70 / 95 )[/C][C]0.172536032867133[/C][C]0.0749054060001837[/C][C]2.30338559097737[/C][/ROW]
[ROW][C]Winsorized Mean ( 71 / 95 )[/C][C]0.177034354545455[/C][C]0.0745101445631296[/C][C]2.37597652753794[/C][/ROW]
[ROW][C]Winsorized Mean ( 72 / 95 )[/C][C]0.18166903986014[/C][C]0.0736794958129194[/C][C]2.46566616472809[/C][/ROW]
[ROW][C]Winsorized Mean ( 73 / 95 )[/C][C]0.181028375524476[/C][C]0.0724780821813486[/C][C]2.4976982016649[/C][/ROW]
[ROW][C]Winsorized Mean ( 74 / 95 )[/C][C]0.182107326573427[/C][C]0.0715225710511034[/C][C]2.5461518496491[/C][/ROW]
[ROW][C]Winsorized Mean ( 75 / 95 )[/C][C]0.179311872027972[/C][C]0.0713180137765[/C][C]2.51425779453013[/C][/ROW]
[ROW][C]Winsorized Mean ( 76 / 95 )[/C][C]0.178724599300699[/C][C]0.0711363410781503[/C][C]2.51242327890259[/C][/ROW]
[ROW][C]Winsorized Mean ( 77 / 95 )[/C][C]0.184343445454545[/C][C]0.0699783536735201[/C][C]2.63429240297062[/C][/ROW]
[ROW][C]Winsorized Mean ( 78 / 95 )[/C][C]0.183075263636364[/C][C]0.0689114962817631[/C][C]2.65667230454279[/C][/ROW]
[ROW][C]Winsorized Mean ( 79 / 95 )[/C][C]0.184995018881119[/C][C]0.0685024512254671[/C][C]2.7005605722375[/C][/ROW]
[ROW][C]Winsorized Mean ( 80 / 95 )[/C][C]0.183148865034965[/C][C]0.0682740571937102[/C][C]2.68255429020905[/C][/ROW]
[ROW][C]Winsorized Mean ( 81 / 95 )[/C][C]0.186046172727273[/C][C]0.067760381839549[/C][C]2.74564823391661[/C][/ROW]
[ROW][C]Winsorized Mean ( 82 / 95 )[/C][C]0.176045613286713[/C][C]0.0668098040119436[/C][C]2.63502663853409[/C][/ROW]
[ROW][C]Winsorized Mean ( 83 / 95 )[/C][C]0.158844879020979[/C][C]0.0645999223456228[/C][C]2.45890201184959[/C][/ROW]
[ROW][C]Winsorized Mean ( 84 / 95 )[/C][C]0.179559983916084[/C][C]0.0624763215901615[/C][C]2.87404858906354[/C][/ROW]
[ROW][C]Winsorized Mean ( 85 / 95 )[/C][C]0.178296872027972[/C][C]0.0619528337818284[/C][C]2.87794538432024[/C][/ROW]
[ROW][C]Winsorized Mean ( 86 / 95 )[/C][C]0.173924704195804[/C][C]0.0614945327911137[/C][C]2.8282953996349[/C][/ROW]
[ROW][C]Winsorized Mean ( 87 / 95 )[/C][C]0.175272291608392[/C][C]0.06132082496986[/C][C]2.85828332698623[/C][/ROW]
[ROW][C]Winsorized Mean ( 88 / 95 )[/C][C]0.172681522377622[/C][C]0.0609457561243929[/C][C]2.83336418084915[/C][/ROW]
[ROW][C]Winsorized Mean ( 89 / 95 )[/C][C]0.186542805594406[/C][C]0.05991291332338[/C][C]3.11356592839244[/C][/ROW]
[ROW][C]Winsorized Mean ( 90 / 95 )[/C][C]0.180736861538462[/C][C]0.0594526320063693[/C][C]3.04001446931902[/C][/ROW]
[ROW][C]Winsorized Mean ( 91 / 95 )[/C][C]0.171841452447552[/C][C]0.0584148131487391[/C][C]2.94174445118912[/C][/ROW]
[ROW][C]Winsorized Mean ( 92 / 95 )[/C][C]0.184279466433566[/C][C]0.0571823411808334[/C][C]3.2226638963732[/C][/ROW]
[ROW][C]Winsorized Mean ( 93 / 95 )[/C][C]0.209501326573427[/C][C]0.0553874408435853[/C][C]3.78246987733303[/C][/ROW]
[ROW][C]Winsorized Mean ( 94 / 95 )[/C][C]0.215650767132867[/C][C]0.0548606134545766[/C][C]3.93088508409446[/C][/ROW]
[ROW][C]Winsorized Mean ( 95 / 95 )[/C][C]0.218848879020979[/C][C]0.0543945099146369[/C][C]4.02336337553966[/C][/ROW]
[ROW][C]Trimmed Mean ( 1 / 95 )[/C][C]0.00667463169014084[/C][C]0.132623625818313[/C][C]0.05032762186192[/C][/ROW]
[ROW][C]Trimmed Mean ( 2 / 95 )[/C][C]0.0138128205673759[/C][C]0.130841464067871[/C][C]0.105569137931771[/C][/ROW]
[ROW][C]Trimmed Mean ( 3 / 95 )[/C][C]0.0176944121428571[/C][C]0.129536961751972[/C][C]0.136597399719295[/C][/ROW]
[ROW][C]Trimmed Mean ( 4 / 95 )[/C][C]0.0215757028776978[/C][C]0.128312115221976[/C][C]0.168150161349709[/C][/ROW]
[ROW][C]Trimmed Mean ( 5 / 95 )[/C][C]0.0262621572463768[/C][C]0.127139916771888[/C][C]0.20656106998635[/C][/ROW]
[ROW][C]Trimmed Mean ( 6 / 95 )[/C][C]0.0308546182481752[/C][C]0.125938410641705[/C][C]0.244997678555407[/C][/ROW]
[ROW][C]Trimmed Mean ( 7 / 95 )[/C][C]0.0352927404411765[/C][C]0.124725776570168[/C][C]0.282962683510105[/C][/ROW]
[ROW][C]Trimmed Mean ( 8 / 95 )[/C][C]0.0388085014814815[/C][C]0.123603217376141[/C][C]0.313976466837284[/C][/ROW]
[ROW][C]Trimmed Mean ( 9 / 95 )[/C][C]0.04249905[/C][C]0.122450801231175[/C][C]0.347070411730227[/C][/ROW]
[ROW][C]Trimmed Mean ( 10 / 95 )[/C][C]0.0463593060150376[/C][C]0.121292083029813[/C][C]0.38221213501332[/C][/ROW]
[ROW][C]Trimmed Mean ( 11 / 95 )[/C][C]0.0502223310606061[/C][C]0.120105227839103[/C][C]0.41815274792106[/C][/ROW]
[ROW][C]Trimmed Mean ( 12 / 95 )[/C][C]0.0541214328244275[/C][C]0.118934666255156[/C][C]0.455051790436929[/C][/ROW]
[ROW][C]Trimmed Mean ( 13 / 95 )[/C][C]0.0586159438461538[/C][C]0.117785975644192[/C][C]0.497647903543465[/C][/ROW]
[ROW][C]Trimmed Mean ( 14 / 95 )[/C][C]0.0637727341085271[/C][C]0.116657314174273[/C][C]0.546667258370598[/C][/ROW]
[ROW][C]Trimmed Mean ( 15 / 95 )[/C][C]0.06877119296875[/C][C]0.115514529370598[/C][C]0.595346692259946[/C][/ROW]
[ROW][C]Trimmed Mean ( 16 / 95 )[/C][C]0.0734483283464567[/C][C]0.114478638427267[/C][C]0.641589814095505[/C][/ROW]
[ROW][C]Trimmed Mean ( 17 / 95 )[/C][C]0.077412323015873[/C][C]0.113529274251103[/C][C]0.681871028653396[/C][/ROW]
[ROW][C]Trimmed Mean ( 18 / 95 )[/C][C]0.0814973416[/C][C]0.112551443238896[/C][C]0.724089707379565[/C][/ROW]
[ROW][C]Trimmed Mean ( 19 / 95 )[/C][C]0.0858984491935484[/C][C]0.11156053683384[/C][C]0.769971637206146[/C][/ROW]
[ROW][C]Trimmed Mean ( 20 / 95 )[/C][C]0.0904279894308943[/C][C]0.110527700270965[/C][C]0.81814775128049[/C][/ROW]
[ROW][C]Trimmed Mean ( 21 / 95 )[/C][C]0.0952405549180328[/C][C]0.109469008172104[/C][C]0.870023000192883[/C][/ROW]
[ROW][C]Trimmed Mean ( 22 / 95 )[/C][C]0.0997592371900826[/C][C]0.108442968755572[/C][C]0.919923516802064[/C][/ROW]
[ROW][C]Trimmed Mean ( 23 / 95 )[/C][C]0.104462730833333[/C][C]0.107401890996531[/C][C]0.972633999867908[/C][/ROW]
[ROW][C]Trimmed Mean ( 24 / 95 )[/C][C]0.109242543697479[/C][C]0.106318558271323[/C][C]1.02750211697467[/C][/ROW]
[ROW][C]Trimmed Mean ( 25 / 95 )[/C][C]0.113508158474576[/C][C]0.1052900526508[/C][C]1.07805206300952[/C][/ROW]
[ROW][C]Trimmed Mean ( 26 / 95 )[/C][C]0.118146134188034[/C][C]0.104322625063065[/C][C]1.13250729759352[/C][/ROW]
[ROW][C]Trimmed Mean ( 27 / 95 )[/C][C]0.122066230172414[/C][C]0.103438733438994[/C][C]1.18008241317461[/C][/ROW]
[ROW][C]Trimmed Mean ( 28 / 95 )[/C][C]0.12614498[/C][C]0.102595088441205[/C][C]1.22954209520752[/C][/ROW]
[ROW][C]Trimmed Mean ( 29 / 95 )[/C][C]0.12967454122807[/C][C]0.101805044011588[/C][C]1.27375359921567[/C][/ROW]
[ROW][C]Trimmed Mean ( 30 / 95 )[/C][C]0.133174492920354[/C][C]0.100995989436927[/C][C]1.31861169599733[/C][/ROW]
[ROW][C]Trimmed Mean ( 31 / 95 )[/C][C]0.133174492920354[/C][C]0.100169415306185[/C][C]1.32949256530333[/C][/ROW]
[ROW][C]Trimmed Mean ( 32 / 95 )[/C][C]0.140259709009009[/C][C]0.0993116978835427[/C][C]1.41231810550137[/C][/ROW]
[ROW][C]Trimmed Mean ( 33 / 95 )[/C][C]0.143740206363636[/C][C]0.0984243771737462[/C][C]1.46041265884665[/C][/ROW]
[ROW][C]Trimmed Mean ( 34 / 95 )[/C][C]0.147283281651376[/C][C]0.0975404810756851[/C][C]1.50997083495102[/C][/ROW]
[ROW][C]Trimmed Mean ( 35 / 95 )[/C][C]0.150410626851852[/C][C]0.0966897051468008[/C][C]1.55560125686068[/C][/ROW]
[ROW][C]Trimmed Mean ( 36 / 95 )[/C][C]0.153295212149533[/C][C]0.0958831638002824[/C][C]1.59877090068529[/C][/ROW]
[ROW][C]Trimmed Mean ( 37 / 95 )[/C][C]0.156152714150943[/C][C]0.0950439731773792[/C][C]1.64295229808541[/C][/ROW]
[ROW][C]Trimmed Mean ( 38 / 95 )[/C][C]0.158432882857143[/C][C]0.0942745729647445[/C][C]1.68054734033525[/C][/ROW]
[ROW][C]Trimmed Mean ( 39 / 95 )[/C][C]0.160092910576923[/C][C]0.0935740034534659[/C][C]1.71086952218024[/C][/ROW]
[ROW][C]Trimmed Mean ( 40 / 95 )[/C][C]0.161718812621359[/C][C]0.0928545933345136[/C][C]1.74163503186922[/C][/ROW]
[ROW][C]Trimmed Mean ( 41 / 95 )[/C][C]0.163534291176471[/C][C]0.0921677646815303[/C][C]1.77431113515159[/C][/ROW]
[ROW][C]Trimmed Mean ( 42 / 95 )[/C][C]0.165764482178218[/C][C]0.0915170773629279[/C][C]1.81129562869286[/C][/ROW]
[ROW][C]Trimmed Mean ( 43 / 95 )[/C][C]0.168282327[/C][C]0.0908563514281115[/C][C]1.85218011019461[/C][/ROW]
[ROW][C]Trimmed Mean ( 44 / 95 )[/C][C]0.170191542424242[/C][C]0.0902963546663134[/C][C]1.88481077728086[/C][/ROW]
[ROW][C]Trimmed Mean ( 45 / 95 )[/C][C]0.172139874489796[/C][C]0.0897056685420334[/C][C]1.91894087951796[/C][/ROW]
[ROW][C]Trimmed Mean ( 46 / 95 )[/C][C]0.173752192783505[/C][C]0.0891569215183531[/C][C]1.94883571375597[/C][/ROW]
[ROW][C]Trimmed Mean ( 47 / 95 )[/C][C]0.173752192783505[/C][C]0.0886247068240083[/C][C]1.96053898523516[/C][/ROW]
[ROW][C]Trimmed Mean ( 48 / 95 )[/C][C]0.176660344210526[/C][C]0.0881177386040709[/C][C]2.00482158313542[/C][/ROW]
[ROW][C]Trimmed Mean ( 49 / 95 )[/C][C]0.178266305319149[/C][C]0.0875836255636157[/C][C]2.03538394502368[/C][/ROW]
[ROW][C]Trimmed Mean ( 50 / 95 )[/C][C]0.18035637311828[/C][C]0.0870731877117061[/C][C]2.07131928734972[/C][/ROW]
[ROW][C]Trimmed Mean ( 51 / 95 )[/C][C]0.182403127173913[/C][C]0.08657186014007[/C][C]2.10695631211795[/C][/ROW]
[ROW][C]Trimmed Mean ( 52 / 95 )[/C][C]0.184387282417582[/C][C]0.0860560136819624[/C][C]2.1426426176214[/C][/ROW]
[ROW][C]Trimmed Mean ( 53 / 95 )[/C][C]0.186459918888889[/C][C]0.0855289720371863[/C][C]2.18007903576603[/C][/ROW]
[ROW][C]Trimmed Mean ( 54 / 95 )[/C][C]0.188324412359551[/C][C]0.0850092070956376[/C][C]2.21534135882106[/C][/ROW]
[ROW][C]Trimmed Mean ( 55 / 95 )[/C][C]0.190163780681818[/C][C]0.0844665782667064[/C][C]2.25134940451085[/C][/ROW]
[ROW][C]Trimmed Mean ( 56 / 95 )[/C][C]0.191938594252874[/C][C]0.0839026679240572[/C][C]2.28763398115782[/C][/ROW]
[ROW][C]Trimmed Mean ( 57 / 95 )[/C][C]0.193538170930233[/C][C]0.0833338135887984[/C][C]2.32244466676187[/C][/ROW]
[ROW][C]Trimmed Mean ( 58 / 95 )[/C][C]0.195083502352941[/C][C]0.0828070466268164[/C][C]2.35588045099733[/C][/ROW]
[ROW][C]Trimmed Mean ( 59 / 95 )[/C][C]0.196650032142857[/C][C]0.0822693113934829[/C][C]2.39032062882241[/C][/ROW]
[ROW][C]Trimmed Mean ( 60 / 95 )[/C][C]0.198217201204819[/C][C]0.0817120927280846[/C][C]2.42580008156726[/C][/ROW]
[ROW][C]Trimmed Mean ( 61 / 95 )[/C][C]0.199630276829268[/C][C]0.0811509218551211[/C][C]2.45998778899479[/C][/ROW]
[ROW][C]Trimmed Mean ( 62 / 95 )[/C][C]0.199630276829268[/C][C]0.0805973418537716[/C][C]2.47688412840536[/C][/ROW]
[ROW][C]Trimmed Mean ( 63 / 95 )[/C][C]0.20182328375[/C][C]0.0801216862355749[/C][C]2.51895951311604[/C][/ROW]
[ROW][C]Trimmed Mean ( 64 / 95 )[/C][C]0.202512629113924[/C][C]0.0796402952404427[/C][C]2.54284126524791[/C][/ROW]
[ROW][C]Trimmed Mean ( 65 / 95 )[/C][C]0.203460291025641[/C][C]0.0791622503658265[/C][C]2.57016810519415[/C][/ROW]
[ROW][C]Trimmed Mean ( 66 / 95 )[/C][C]0.204503087012987[/C][C]0.0786526372751201[/C][C]2.60007921028322[/C][/ROW]
[ROW][C]Trimmed Mean ( 67 / 95 )[/C][C]0.205383259210526[/C][C]0.0781693797049738[/C][C]2.62741318897095[/C][/ROW]
[ROW][C]Trimmed Mean ( 68 / 95 )[/C][C]0.206009569333333[/C][C]0.0777608530625929[/C][C]2.64927095343859[/C][/ROW]
[ROW][C]Trimmed Mean ( 69 / 95 )[/C][C]0.206561117567568[/C][C]0.0773456910961926[/C][C]2.67062217222513[/C][/ROW]
[ROW][C]Trimmed Mean ( 70 / 95 )[/C][C]0.207139078082192[/C][C]0.0769048299786227[/C][C]2.69344692836289[/C][/ROW]
[ROW][C]Trimmed Mean ( 71 / 95 )[/C][C]0.208120870833333[/C][C]0.0764833529070568[/C][C]2.7211264010123[/C][/ROW]
[ROW][C]Trimmed Mean ( 72 / 95 )[/C][C]0.209002714084507[/C][C]0.0760423805706043[/C][C]2.74850303891329[/C][/ROW]
[ROW][C]Trimmed Mean ( 73 / 95 )[/C][C]0.209778252857143[/C][C]0.0756049025747443[/C][C]2.77466468063698[/C][/ROW]
[ROW][C]Trimmed Mean ( 74 / 95 )[/C][C]0.21059445942029[/C][C]0.0751916066854199[/C][C]2.80077084004012[/C][/ROW]
[ROW][C]Trimmed Mean ( 75 / 95 )[/C][C]0.211404010294118[/C][C]0.0747898033767112[/C][C]2.8266421457119[/C][/ROW]
[ROW][C]Trimmed Mean ( 76 / 95 )[/C][C]0.212317279104478[/C][C]0.0743559624007161[/C][C]2.85541700018979[/C][/ROW]
[ROW][C]Trimmed Mean ( 77 / 95 )[/C][C]0.213274965151515[/C][C]0.0738859420982202[/C][C]2.88654321911465[/C][/ROW]
[ROW][C]Trimmed Mean ( 78 / 95 )[/C][C]0.21410158[/C][C]0.0734361071727602[/C][C]2.91548106568777[/C][/ROW]
[ROW][C]Trimmed Mean ( 79 / 95 )[/C][C]0.21410158[/C][C]0.0730014382199651[/C][C]2.93284057438536[/C][/ROW]
[ROW][C]Trimmed Mean ( 80 / 95 )[/C][C]0.215852185714286[/C][C]0.0725425809498793[/C][C]2.97552393212231[/C][/ROW]
[ROW][C]Trimmed Mean ( 81 / 95 )[/C][C]0.216795043548387[/C][C]0.0720453435711897[/C][C]3.00914719539323[/C][/ROW]
[ROW][C]Trimmed Mean ( 82 / 95 )[/C][C]0.217684962295082[/C][C]0.0715248642147878[/C][C]3.04348655093393[/C][/ROW]
[ROW][C]Trimmed Mean ( 83 / 95 )[/C][C]0.218895211666667[/C][C]0.0710058784141878[/C][C]3.08277591314086[/C][/ROW]
[ROW][C]Trimmed Mean ( 84 / 95 )[/C][C]0.220648774576271[/C][C]0.0705690823129113[/C][C]3.12670602117071[/C][/ROW]
[ROW][C]Trimmed Mean ( 85 / 95 )[/C][C]0.221854787931034[/C][C]0.0702206903428721[/C][C]3.15939343301478[/C][/ROW]
[ROW][C]Trimmed Mean ( 86 / 95 )[/C][C]0.223140398245614[/C][C]0.0698577655213017[/C][C]3.19421035843999[/C][/ROW]
[ROW][C]Trimmed Mean ( 87 / 95 )[/C][C]0.224601744642857[/C][C]0.0694736252868809[/C][C]3.23290664213071[/C][/ROW]
[ROW][C]Trimmed Mean ( 88 / 95 )[/C][C]0.226075958181818[/C][C]0.0690472541509182[/C][C]3.27422083559874[/C][/ROW]
[ROW][C]Trimmed Mean ( 89 / 95 )[/C][C]0.227682735185185[/C][C]0.0685874550297277[/C][C]3.31959736786415[/C][/ROW]
[ROW][C]Trimmed Mean ( 90 / 95 )[/C][C]0.228929928301887[/C][C]0.0681417603020678[/C][C]3.35961277324002[/C][/ROW]
[ROW][C]Trimmed Mean ( 91 / 95 )[/C][C]0.230402494230769[/C][C]0.0676649336455131[/C][C]3.40505017617862[/C][/ROW]
[ROW][C]Trimmed Mean ( 92 / 95 )[/C][C]0.232206896078431[/C][C]0.0671960882974073[/C][C]3.4556609166101[/C][/ROW]
[ROW][C]Trimmed Mean ( 93 / 95 )[/C][C]0.233696814[/C][C]0.0667560252914895[/C][C]3.50075986369119[/C][/ROW]
[ROW][C]Trimmed Mean ( 94 / 95 )[/C][C]0.233696814[/C][C]0.0663922670819902[/C][C]3.51994026219047[/C][/ROW]
[ROW][C]Trimmed Mean ( 95 / 95 )[/C][C]0.235052077083333[/C][C]0.0660082758674643[/C][C]3.56094859310196[/C][/ROW]
[ROW][C]Median[/C][C]0.217204[/C][C][/C][C][/C][/ROW]
[ROW][C]Midrange[/C][C]-0.94782[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at Xnp[/C][C]0.197869408391608[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at X(n+1)p[/C][C]0.208120870833333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function[/C][C]0.208120870833333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Averaging[/C][C]0.208120870833333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Interpolation[/C][C]0.209002714084507[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Closest Observation[/C][C]0.208120870833333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - True Basic - Statistics Graphics Toolkit[/C][C]0.208120870833333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - MS Excel (old versions)[/C][C]0.208120870833333[/C][C][/C][C][/C][/ROW]
[ROW][C]Number of observations[/C][C]286[/C][C][/C][C][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=269441&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269441&T=1

As an alternative you can also use a QR Code:

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

Central Tendency - Ungrouped Data
Measure	Value	S.E.	Value/S.E.
Arithmetic Mean	-1.55944055947224e-07	0.134515686358892	-1.15930015426722e-06
Geometric Mean	NaN
Harmonic Mean	3.55318343832028
Quadratic Mean	2.27088615188699
Winsorized Mean ( 1 / 95 )	-0.00036372237762238	0.134325806609963	-0.00270776246800072
Winsorized Mean ( 2 / 95 )	0.0062125013986014	0.13328622236495	0.0466102293873329
Winsorized Mean ( 3 / 95 )	0.00637624265734266	0.13290771747519	0.047974961713814
Winsorized Mean ( 4 / 95 )	0.00348533356643356	0.132520636152511	0.0263003081453856
Winsorized Mean ( 5 / 95 )	0.00426330559440561	0.132415868370826	0.0321963345243969
Winsorized Mean ( 6 / 95 )	0.00552938951048952	0.132190968320853	0.0418287995067001
Winsorized Mean ( 7 / 95 )	0.0120592146853147	0.131340581348092	0.0918163644590101
Winsorized Mean ( 8 / 95 )	0.0111422916083916	0.131195121564292	0.0849291610506369
Winsorized Mean ( 9 / 95 )	0.0101862776223776	0.130851374349664	0.0778461645741495
Winsorized Mean ( 10 / 95 )	0.0107006132867133	0.1306442095875	0.081906525520723
Winsorized Mean ( 11 / 95 )	0.0109313825174825	0.130030991418582	0.0840675165068408
Winsorized Mean ( 12 / 95 )	0.00509040349650346	0.129320241087979	0.0393627745639631
Winsorized Mean ( 13 / 95 )	-0.00185914195804199	0.1285844114385	-0.0144585330153429
Winsorized Mean ( 14 / 95 )	0.00113470419580417	0.128174528100551	0.00885280572216353
Winsorized Mean ( 15 / 95 )	0.00646389999999994	0.126448815771391	0.051118707285374
Winsorized Mean ( 16 / 95 )	0.0175643195804196	0.124925183601949	0.140598709355394
Winsorized Mean ( 17 / 95 )	0.0167083755244755	0.124706456036182	0.133981640209773
Winsorized Mean ( 18 / 95 )	0.0128031307692308	0.124264466620213	0.103031309894572
Winsorized Mean ( 19 / 95 )	0.0118737251748252	0.124160467665489	0.095632091261247
Winsorized Mean ( 20 / 95 )	0.00831148741258743	0.123806237203436	0.067133026577087
Winsorized Mean ( 21 / 95 )	0.0149470468531468	0.122668117710624	0.121849484055891
Winsorized Mean ( 22 / 95 )	0.0129255083916084	0.122142972524834	0.105822775755522
Winsorized Mean ( 23 / 95 )	0.0129777811188811	0.121970899270196	0.106400634877111
Winsorized Mean ( 24 / 95 )	0.0247654734265735	0.120409831243323	0.205676506401937
Winsorized Mean ( 25 / 95 )	0.0186404734265734	0.118702669572452	0.157034997559141
Winsorized Mean ( 26 / 95 )	0.0354677461538461	0.116715106911708	0.303883079854234
Winsorized Mean ( 27 / 95 )	0.0335031657342658	0.11535348807034	0.290439121475341
Winsorized Mean ( 28 / 95 )	0.0473592496503497	0.113818348824446	0.416095033353514
Winsorized Mean ( 29 / 95 )	0.0494693545454546	0.11343122031862	0.436117626227584
Winsorized Mean ( 30 / 95 )	0.0495197041958042	0.112987116058663	0.438277441917302
Winsorized Mean ( 31 / 95 )	0.0519151587412588	0.112746348148787	0.46045978068175
Winsorized Mean ( 32 / 95 )	0.0545859279720279	0.112443928501641	0.485450203487254
Winsorized Mean ( 33 / 95 )	0.0546182356643357	0.111545481066194	0.489649918062782
Winsorized Mean ( 34 / 95 )	0.0669783055944056	0.110163876670494	0.607987914175728
Winsorized Mean ( 35 / 95 )	0.0748667671328671	0.108581911666993	0.689495754711649
Winsorized Mean ( 36 / 95 )	0.077041872027972	0.108337135868103	0.711130780878016
Winsorized Mean ( 37 / 95 )	0.0942054734265735	0.106292736009135	0.886283267922255
Winsorized Mean ( 38 / 95 )	0.112555753146853	0.104284494534588	1.0793143664279
Winsorized Mean ( 39 / 95 )	0.114419844055944	0.103866054747434	1.10160960993631
Winsorized Mean ( 40 / 95 )	0.109920543356643	0.102473761925025	1.07267012835019
Winsorized Mean ( 41 / 95 )	0.0989523265734266	0.101009337619433	0.979635436737969
Winsorized Mean ( 42 / 95 )	0.091813795104895	0.100421252578779	0.914286495608765
Winsorized Mean ( 43 / 95 )	0.111446452447552	0.0977966374256082	1.13957345959187
Winsorized Mean ( 44 / 95 )	0.111441837062937	0.0976848479976673	1.14083032678311
Winsorized Mean ( 45 / 95 )	0.122924704195804	0.0961755937585808	1.27812784295742
Winsorized Mean ( 46 / 95 )	0.132763235664336	0.0951719442978287	1.39498290850158
Winsorized Mean ( 47 / 95 )	0.125719809090909	0.0939750052068251	1.33780050146545
Winsorized Mean ( 48 / 95 )	0.12598834055944	0.0938193423484577	1.34288236738542
Winsorized Mean ( 49 / 95 )	0.111661837062937	0.092610582019443	1.20571358723882
Winsorized Mean ( 50 / 95 )	0.114516732167832	0.0917354112014868	1.24833726330946
Winsorized Mean ( 51 / 95 )	0.118008270629371	0.0913222073210183	1.292218772314
Winsorized Mean ( 52 / 95 )	0.116555543356643	0.0908088588606527	1.28352613191076
Winsorized Mean ( 53 / 95 )	0.124957711188811	0.0899444053133234	1.38927719576908
Winsorized Mean ( 54 / 95 )	0.127200788111888	0.0896452888439317	1.41893444432243
Winsorized Mean ( 55 / 95 )	0.130775788111888	0.0892859718003053	1.4646846024634
Winsorized Mean ( 56 / 95 )	0.138067536363636	0.0885935257423936	1.55843821776661
Winsorized Mean ( 57 / 95 )	0.141180613286713	0.0869842761502673	1.62305901175542
Winsorized Mean ( 58 / 95 )	0.141711941958042	0.0864138420002601	1.63992178426247
Winsorized Mean ( 59 / 95 )	0.142982711188811	0.0859861383440122	1.66285768779112
Winsorized Mean ( 60 / 95 )	0.149599494405594	0.0852497113050148	1.75483872162737
Winsorized Mean ( 61 / 95 )	0.155031906993007	0.0842840457836833	1.83939802072268
Winsorized Mean ( 62 / 95 )	0.169625753146853	0.0820155361653853	2.06821489046661
Winsorized Mean ( 63 / 95 )	0.177831172727273	0.0813741841943249	2.18535122026667
Winsorized Mean ( 64 / 95 )	0.169430613286713	0.0805301229694488	2.10394082411859
Winsorized Mean ( 65 / 95 )	0.166962431468531	0.0803348724269588	2.07833069779671
Winsorized Mean ( 66 / 95 )	0.173629354545455	0.0790493639750597	2.19646744533245
Winsorized Mean ( 67 / 95 )	0.183374809090909	0.0768948371258028	2.38474800058294
Winsorized Mean ( 68 / 95 )	0.186601242657343	0.076301122254504	2.44558975207377
Winsorized Mean ( 69 / 95 )	0.186203165734266	0.076036567619636	2.44886337670744
Winsorized Mean ( 70 / 95 )	0.172536032867133	0.0749054060001837	2.30338559097737
Winsorized Mean ( 71 / 95 )	0.177034354545455	0.0745101445631296	2.37597652753794
Winsorized Mean ( 72 / 95 )	0.18166903986014	0.0736794958129194	2.46566616472809
Winsorized Mean ( 73 / 95 )	0.181028375524476	0.0724780821813486	2.4976982016649
Winsorized Mean ( 74 / 95 )	0.182107326573427	0.0715225710511034	2.5461518496491
Winsorized Mean ( 75 / 95 )	0.179311872027972	0.0713180137765	2.51425779453013
Winsorized Mean ( 76 / 95 )	0.178724599300699	0.0711363410781503	2.51242327890259
Winsorized Mean ( 77 / 95 )	0.184343445454545	0.0699783536735201	2.63429240297062
Winsorized Mean ( 78 / 95 )	0.183075263636364	0.0689114962817631	2.65667230454279
Winsorized Mean ( 79 / 95 )	0.184995018881119	0.0685024512254671	2.7005605722375
Winsorized Mean ( 80 / 95 )	0.183148865034965	0.0682740571937102	2.68255429020905
Winsorized Mean ( 81 / 95 )	0.186046172727273	0.067760381839549	2.74564823391661
Winsorized Mean ( 82 / 95 )	0.176045613286713	0.0668098040119436	2.63502663853409
Winsorized Mean ( 83 / 95 )	0.158844879020979	0.0645999223456228	2.45890201184959
Winsorized Mean ( 84 / 95 )	0.179559983916084	0.0624763215901615	2.87404858906354
Winsorized Mean ( 85 / 95 )	0.178296872027972	0.0619528337818284	2.87794538432024
Winsorized Mean ( 86 / 95 )	0.173924704195804	0.0614945327911137	2.8282953996349
Winsorized Mean ( 87 / 95 )	0.175272291608392	0.06132082496986	2.85828332698623
Winsorized Mean ( 88 / 95 )	0.172681522377622	0.0609457561243929	2.83336418084915
Winsorized Mean ( 89 / 95 )	0.186542805594406	0.05991291332338	3.11356592839244
Winsorized Mean ( 90 / 95 )	0.180736861538462	0.0594526320063693	3.04001446931902
Winsorized Mean ( 91 / 95 )	0.171841452447552	0.0584148131487391	2.94174445118912
Winsorized Mean ( 92 / 95 )	0.184279466433566	0.0571823411808334	3.2226638963732
Winsorized Mean ( 93 / 95 )	0.209501326573427	0.0553874408435853	3.78246987733303
Winsorized Mean ( 94 / 95 )	0.215650767132867	0.0548606134545766	3.93088508409446
Winsorized Mean ( 95 / 95 )	0.218848879020979	0.0543945099146369	4.02336337553966
Trimmed Mean ( 1 / 95 )	0.00667463169014084	0.132623625818313	0.05032762186192
Trimmed Mean ( 2 / 95 )	0.0138128205673759	0.130841464067871	0.105569137931771
Trimmed Mean ( 3 / 95 )	0.0176944121428571	0.129536961751972	0.136597399719295
Trimmed Mean ( 4 / 95 )	0.0215757028776978	0.128312115221976	0.168150161349709
Trimmed Mean ( 5 / 95 )	0.0262621572463768	0.127139916771888	0.20656106998635
Trimmed Mean ( 6 / 95 )	0.0308546182481752	0.125938410641705	0.244997678555407
Trimmed Mean ( 7 / 95 )	0.0352927404411765	0.124725776570168	0.282962683510105
Trimmed Mean ( 8 / 95 )	0.0388085014814815	0.123603217376141	0.313976466837284
Trimmed Mean ( 9 / 95 )	0.04249905	0.122450801231175	0.347070411730227
Trimmed Mean ( 10 / 95 )	0.0463593060150376	0.121292083029813	0.38221213501332
Trimmed Mean ( 11 / 95 )	0.0502223310606061	0.120105227839103	0.41815274792106
Trimmed Mean ( 12 / 95 )	0.0541214328244275	0.118934666255156	0.455051790436929
Trimmed Mean ( 13 / 95 )	0.0586159438461538	0.117785975644192	0.497647903543465
Trimmed Mean ( 14 / 95 )	0.0637727341085271	0.116657314174273	0.546667258370598
Trimmed Mean ( 15 / 95 )	0.06877119296875	0.115514529370598	0.595346692259946
Trimmed Mean ( 16 / 95 )	0.0734483283464567	0.114478638427267	0.641589814095505
Trimmed Mean ( 17 / 95 )	0.077412323015873	0.113529274251103	0.681871028653396
Trimmed Mean ( 18 / 95 )	0.0814973416	0.112551443238896	0.724089707379565
Trimmed Mean ( 19 / 95 )	0.0858984491935484	0.11156053683384	0.769971637206146
Trimmed Mean ( 20 / 95 )	0.0904279894308943	0.110527700270965	0.81814775128049
Trimmed Mean ( 21 / 95 )	0.0952405549180328	0.109469008172104	0.870023000192883
Trimmed Mean ( 22 / 95 )	0.0997592371900826	0.108442968755572	0.919923516802064
Trimmed Mean ( 23 / 95 )	0.104462730833333	0.107401890996531	0.972633999867908
Trimmed Mean ( 24 / 95 )	0.109242543697479	0.106318558271323	1.02750211697467
Trimmed Mean ( 25 / 95 )	0.113508158474576	0.1052900526508	1.07805206300952
Trimmed Mean ( 26 / 95 )	0.118146134188034	0.104322625063065	1.13250729759352
Trimmed Mean ( 27 / 95 )	0.122066230172414	0.103438733438994	1.18008241317461
Trimmed Mean ( 28 / 95 )	0.12614498	0.102595088441205	1.22954209520752
Trimmed Mean ( 29 / 95 )	0.12967454122807	0.101805044011588	1.27375359921567
Trimmed Mean ( 30 / 95 )	0.133174492920354	0.100995989436927	1.31861169599733
Trimmed Mean ( 31 / 95 )	0.133174492920354	0.100169415306185	1.32949256530333
Trimmed Mean ( 32 / 95 )	0.140259709009009	0.0993116978835427	1.41231810550137
Trimmed Mean ( 33 / 95 )	0.143740206363636	0.0984243771737462	1.46041265884665
Trimmed Mean ( 34 / 95 )	0.147283281651376	0.0975404810756851	1.50997083495102
Trimmed Mean ( 35 / 95 )	0.150410626851852	0.0966897051468008	1.55560125686068
Trimmed Mean ( 36 / 95 )	0.153295212149533	0.0958831638002824	1.59877090068529
Trimmed Mean ( 37 / 95 )	0.156152714150943	0.0950439731773792	1.64295229808541
Trimmed Mean ( 38 / 95 )	0.158432882857143	0.0942745729647445	1.68054734033525
Trimmed Mean ( 39 / 95 )	0.160092910576923	0.0935740034534659	1.71086952218024
Trimmed Mean ( 40 / 95 )	0.161718812621359	0.0928545933345136	1.74163503186922
Trimmed Mean ( 41 / 95 )	0.163534291176471	0.0921677646815303	1.77431113515159
Trimmed Mean ( 42 / 95 )	0.165764482178218	0.0915170773629279	1.81129562869286
Trimmed Mean ( 43 / 95 )	0.168282327	0.0908563514281115	1.85218011019461
Trimmed Mean ( 44 / 95 )	0.170191542424242	0.0902963546663134	1.88481077728086
Trimmed Mean ( 45 / 95 )	0.172139874489796	0.0897056685420334	1.91894087951796
Trimmed Mean ( 46 / 95 )	0.173752192783505	0.0891569215183531	1.94883571375597
Trimmed Mean ( 47 / 95 )	0.173752192783505	0.0886247068240083	1.96053898523516
Trimmed Mean ( 48 / 95 )	0.176660344210526	0.0881177386040709	2.00482158313542
Trimmed Mean ( 49 / 95 )	0.178266305319149	0.0875836255636157	2.03538394502368
Trimmed Mean ( 50 / 95 )	0.18035637311828	0.0870731877117061	2.07131928734972
Trimmed Mean ( 51 / 95 )	0.182403127173913	0.08657186014007	2.10695631211795
Trimmed Mean ( 52 / 95 )	0.184387282417582	0.0860560136819624	2.1426426176214
Trimmed Mean ( 53 / 95 )	0.186459918888889	0.0855289720371863	2.18007903576603
Trimmed Mean ( 54 / 95 )	0.188324412359551	0.0850092070956376	2.21534135882106
Trimmed Mean ( 55 / 95 )	0.190163780681818	0.0844665782667064	2.25134940451085
Trimmed Mean ( 56 / 95 )	0.191938594252874	0.0839026679240572	2.28763398115782
Trimmed Mean ( 57 / 95 )	0.193538170930233	0.0833338135887984	2.32244466676187
Trimmed Mean ( 58 / 95 )	0.195083502352941	0.0828070466268164	2.35588045099733
Trimmed Mean ( 59 / 95 )	0.196650032142857	0.0822693113934829	2.39032062882241
Trimmed Mean ( 60 / 95 )	0.198217201204819	0.0817120927280846	2.42580008156726
Trimmed Mean ( 61 / 95 )	0.199630276829268	0.0811509218551211	2.45998778899479
Trimmed Mean ( 62 / 95 )	0.199630276829268	0.0805973418537716	2.47688412840536
Trimmed Mean ( 63 / 95 )	0.20182328375	0.0801216862355749	2.51895951311604
Trimmed Mean ( 64 / 95 )	0.202512629113924	0.0796402952404427	2.54284126524791
Trimmed Mean ( 65 / 95 )	0.203460291025641	0.0791622503658265	2.57016810519415
Trimmed Mean ( 66 / 95 )	0.204503087012987	0.0786526372751201	2.60007921028322
Trimmed Mean ( 67 / 95 )	0.205383259210526	0.0781693797049738	2.62741318897095
Trimmed Mean ( 68 / 95 )	0.206009569333333	0.0777608530625929	2.64927095343859
Trimmed Mean ( 69 / 95 )	0.206561117567568	0.0773456910961926	2.67062217222513
Trimmed Mean ( 70 / 95 )	0.207139078082192	0.0769048299786227	2.69344692836289
Trimmed Mean ( 71 / 95 )	0.208120870833333	0.0764833529070568	2.7211264010123
Trimmed Mean ( 72 / 95 )	0.209002714084507	0.0760423805706043	2.74850303891329
Trimmed Mean ( 73 / 95 )	0.209778252857143	0.0756049025747443	2.77466468063698
Trimmed Mean ( 74 / 95 )	0.21059445942029	0.0751916066854199	2.80077084004012
Trimmed Mean ( 75 / 95 )	0.211404010294118	0.0747898033767112	2.8266421457119
Trimmed Mean ( 76 / 95 )	0.212317279104478	0.0743559624007161	2.85541700018979
Trimmed Mean ( 77 / 95 )	0.213274965151515	0.0738859420982202	2.88654321911465
Trimmed Mean ( 78 / 95 )	0.21410158	0.0734361071727602	2.91548106568777
Trimmed Mean ( 79 / 95 )	0.21410158	0.0730014382199651	2.93284057438536
Trimmed Mean ( 80 / 95 )	0.215852185714286	0.0725425809498793	2.97552393212231
Trimmed Mean ( 81 / 95 )	0.216795043548387	0.0720453435711897	3.00914719539323
Trimmed Mean ( 82 / 95 )	0.217684962295082	0.0715248642147878	3.04348655093393
Trimmed Mean ( 83 / 95 )	0.218895211666667	0.0710058784141878	3.08277591314086
Trimmed Mean ( 84 / 95 )	0.220648774576271	0.0705690823129113	3.12670602117071
Trimmed Mean ( 85 / 95 )	0.221854787931034	0.0702206903428721	3.15939343301478
Trimmed Mean ( 86 / 95 )	0.223140398245614	0.0698577655213017	3.19421035843999
Trimmed Mean ( 87 / 95 )	0.224601744642857	0.0694736252868809	3.23290664213071
Trimmed Mean ( 88 / 95 )	0.226075958181818	0.0690472541509182	3.27422083559874
Trimmed Mean ( 89 / 95 )	0.227682735185185	0.0685874550297277	3.31959736786415
Trimmed Mean ( 90 / 95 )	0.228929928301887	0.0681417603020678	3.35961277324002
Trimmed Mean ( 91 / 95 )	0.230402494230769	0.0676649336455131	3.40505017617862
Trimmed Mean ( 92 / 95 )	0.232206896078431	0.0671960882974073	3.4556609166101
Trimmed Mean ( 93 / 95 )	0.233696814	0.0667560252914895	3.50075986369119
Trimmed Mean ( 94 / 95 )	0.233696814	0.0663922670819902	3.51994026219047
Trimmed Mean ( 95 / 95 )	0.235052077083333	0.0660082758674643	3.56094859310196
Median	0.217204
Midrange	-0.94782
Midmean - Weighted Average at Xnp	0.197869408391608
Midmean - Weighted Average at X(n+1)p	0.208120870833333
Midmean - Empirical Distribution Function	0.208120870833333
Midmean - Empirical Distribution Function - Averaging	0.208120870833333
Midmean - Empirical Distribution Function - Interpolation	0.209002714084507
Midmean - Closest Observation	0.208120870833333
Midmean - True Basic - Statistics Graphics Toolkit	0.208120870833333
Midmean - MS Excel (old versions)	0.208120870833333
Number of observations	286

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Parameters (Session):

Parameters (R input):

R code (references can be found in the software module):

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

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code