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Author

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R Software Module

rwasp_centraltendency.wasp

Title produced by software

Central Tendency

Date of computation

Mon, 15 Dec 2014 22:48:13 +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/15/t1418683715je6idhe4v6c189h.htm/, Retrieved Thu, 16 May 2024 05:54:32 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=269089, Retrieved Thu, 16 May 2024 05:54:32 +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)

-     [Multiple Regression] [] [2014-12-15 16:34:59] [bcf5edf18529a33bd1494456d2c6cb9a]
- RMPD    [Central Tendency] [] [2014-12-15 22:48:13] [023a69c6c348bca0f1811b046758af62] [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	'George Udny Yule' @ yule.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 & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=269089&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]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=269089&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269089&T=0

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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	'George Udny Yule' @ yule.wessa.net

Central Tendency - Ungrouped Data
Measure	Value	S.E.	Value/S.E.
Arithmetic Mean	-3.98251748254632e-07	0.161476376996726	-2.46631585165369e-06
Geometric Mean	NaN
Harmonic Mean	9.12028422411075
Quadratic Mean	2.72603499491055
Winsorized Mean ( 1 / 95 )	0.00355292342657342	0.160866101979151	0.0220862156965417
Winsorized Mean ( 2 / 95 )	0.00510565069930069	0.160345237420785	0.0318416111474657
Winsorized Mean ( 3 / 95 )	0.00785107027972028	0.158893113868163	0.049411016554402
Winsorized Mean ( 4 / 95 )	0.00836197937062937	0.158790092872758	0.0526605861823507
Winsorized Mean ( 5 / 95 )	0.0129116297202797	0.15820115795156	0.08161526683789
Winsorized Mean ( 6 / 95 )	0.0134268744755245	0.158084668752551	0.0849347035451074
Winsorized Mean ( 7 / 95 )	0.0109289024475524	0.157343780522623	0.0694587508400505
Winsorized Mean ( 8 / 95 )	0.0137428884615384	0.156478042752689	0.0878263059773752
Winsorized Mean ( 9 / 95 )	0.0113232730769231	0.155957860674016	0.0726046960889718
Winsorized Mean ( 10 / 95 )	0.00547397237762238	0.154777328024011	0.0353667584749441
Winsorized Mean ( 11 / 95 )	0.00259704930069926	0.154358948641712	0.0168247407976803
Winsorized Mean ( 12 / 95 )	-0.0108689646853147	0.152656609666643	-0.0711987820838507
Winsorized Mean ( 13 / 95 )	-0.00958305559440565	0.151951970485715	-0.0630663463183358
Winsorized Mean ( 14 / 95 )	-0.000520258391608371	0.150535714465732	-0.00345604625091677
Winsorized Mean ( 15 / 95 )	-0.00958319545454545	0.148972437488943	-0.0643286477423501
Winsorized Mean ( 16 / 95 )	-0.0144855730769231	0.1470458657845	-0.0985105769525823
Winsorized Mean ( 17 / 95 )	-0.0122410975524476	0.146681639818621	-0.0834535090252899
Winsorized Mean ( 18 / 95 )	-0.00948760104895107	0.146158540436302	-0.0649130801431744
Winsorized Mean ( 19 / 95 )	-0.011814768881119	0.145577946120174	-0.081157683536529
Winsorized Mean ( 20 / 95 )	-0.00950847517482521	0.145315346075292	-0.0654333862983654
Winsorized Mean ( 21 / 95 )	0.00993488146853144	0.143095589360682	0.0694282857558236
Winsorized Mean ( 22 / 95 )	0.0135233430069929	0.142653642723328	0.0947984415176907
Winsorized Mean ( 23 / 95 )	0.0130368045454546	0.142208597562944	0.0916738141636213
Winsorized Mean ( 24 / 95 )	0.0333193220279719	0.139829646704251	0.238285104863668
Winsorized Mean ( 25 / 95 )	0.0295317346153846	0.139224266841994	0.212116287521199
Winsorized Mean ( 26 / 95 )	0.0353862800699301	0.137577698837033	0.25720941961565
Winsorized Mean ( 27 / 95 )	0.0365937276223776	0.13558742966003	0.269890267218223
Winsorized Mean ( 28 / 95 )	0.0460814199300699	0.134670384321442	0.342179315535917
Winsorized Mean ( 29 / 95 )	0.0600987625874126	0.133050568775098	0.451698652179387
Winsorized Mean ( 30 / 95 )	0.0464655458041958	0.131833195717963	0.352457099679218
Winsorized Mean ( 31 / 95 )	0.0475386227272727	0.131569426006265	0.361319678669183
Winsorized Mean ( 32 / 95 )	0.0372359653846154	0.1301725818963	0.286050755406225
Winsorized Mean ( 33 / 95 )	0.0345728884615384	0.129679042914153	0.266603513448395
Winsorized Mean ( 34 / 95 )	0.0493367346153846	0.12822838606418	0.384756730781053
Winsorized Mean ( 35 / 95 )	0.0465171541958042	0.12741639292372	0.36507982315629
Winsorized Mean ( 36 / 95 )	0.0476789723776223	0.126944705436679	0.375588506929932
Winsorized Mean ( 37 / 95 )	0.0457836926573427	0.126639021878805	0.361529108311956
Winsorized Mean ( 38 / 95 )	0.0530369094405596	0.125700428945836	0.421931013961879
Winsorized Mean ( 39 / 95 )	0.057752363986014	0.124792529755499	0.462787028191239
Winsorized Mean ( 40 / 95 )	0.061780336013986	0.124032943540563	0.498096185178269
Winsorized Mean ( 41 / 95 )	0.0649542520979021	0.1236053365963	0.525497149933303
Winsorized Mean ( 42 / 95 )	0.0711955108391609	0.122143376199916	0.58288474622343
Winsorized Mean ( 43 / 95 )	0.0784829583916084	0.12033751764755	0.652190272209811
Winsorized Mean ( 44 / 95 )	0.082858343006993	0.11889937796869	0.696877851024692
Winsorized Mean ( 45 / 95 )	0.0875015248251747	0.118434483357748	0.738817972134553
Winsorized Mean ( 46 / 95 )	0.0884858604895105	0.117895154957182	0.750547047685271
Winsorized Mean ( 47 / 95 )	0.0857661052447553	0.117094704764446	0.732450757848418
Winsorized Mean ( 48 / 95 )	0.0913062451048952	0.115894628929673	0.787838452464451
Winsorized Mean ( 49 / 95 )	0.0843160353146853	0.115290424387941	0.731335978354717
Winsorized Mean ( 50 / 95 )	0.0821954059440559	0.11431813337875	0.719005843733753
Winsorized Mean ( 51 / 95 )	0.077507329020979	0.11370772398417	0.681636447421718
Winsorized Mean ( 52 / 95 )	0.0803309653846155	0.11278461593658	0.712251087770573
Winsorized Mean ( 53 / 95 )	0.069612363986014	0.11192888973549	0.621933838087035
Winsorized Mean ( 54 / 95 )	0.0790755807692307	0.109822880332946	0.720028290366273
Winsorized Mean ( 55 / 95 )	0.078958273076923	0.109507735333618	0.721029184252372
Winsorized Mean ( 56 / 95 )	0.0860718395104895	0.108925017267827	0.790193489699928
Winsorized Mean ( 57 / 95 )	0.08106141993007	0.108007483452404	0.750516698834039
Winsorized Mean ( 58 / 95 )	0.0867012101398601	0.107177637471441	0.808948696624919
Winsorized Mean ( 59 / 95 )	0.0849250213286714	0.106556313735781	0.796996614759522
Winsorized Mean ( 60 / 95 )	0.0906313150349651	0.105664596314617	0.857726411646048
Winsorized Mean ( 61 / 95 )	0.096699322027972	0.10421298826535	0.927900865693956
Winsorized Mean ( 62 / 95 )	0.0895671541958042	0.103477306951494	0.865572914820733
Winsorized Mean ( 63 / 95 )	0.0988321192307691	0.102460642275173	0.96458617705461
Winsorized Mean ( 64 / 95 )	0.114547923426574	0.100903385646404	1.13522378553267
Winsorized Mean ( 65 / 95 )	0.111245650699301	0.10046093581966	1.10735232348423
Winsorized Mean ( 66 / 95 )	0.112630266083916	0.0999753749029021	1.12658008227831
Winsorized Mean ( 67 / 95 )	0.101301175174825	0.0987418445934982	1.02591941230046
Winsorized Mean ( 68 / 95 )	0.102884671678322	0.0973439328124184	1.05691920087696
Winsorized Mean ( 69 / 95 )	0.102595161188811	0.0962570593745557	1.06584557907169
Winsorized Mean ( 70 / 95 )	0.102350405944056	0.0936589175371793	1.09279936855374
Winsorized Mean ( 71 / 95 )	0.102988412937063	0.092439468779253	1.11411731695474
Winsorized Mean ( 72 / 95 )	0.114098063286713	0.0908742317824352	1.25556014118368
Winsorized Mean ( 73 / 95 )	0.121132608741259	0.0901417487515505	1.34380140632867
Winsorized Mean ( 74 / 95 )	0.123802818531469	0.0867874145426659	1.42650658720344
Winsorized Mean ( 75 / 95 )	0.133109636713287	0.0855812981789504	1.55535893408575
Winsorized Mean ( 76 / 95 )	0.138392433916084	0.0843270807469657	1.64113867917885
Winsorized Mean ( 77 / 95 )	0.131898587762238	0.0836971823771392	1.57590236631746
Winsorized Mean ( 78 / 95 )	0.117040405944056	0.0825638647261625	1.41757421763432
Winsorized Mean ( 79 / 95 )	0.148157014335664	0.0802586693179058	1.84599390439445
Winsorized Mean ( 80 / 95 )	0.150789182167832	0.0789851431126188	1.90908285059171
Winsorized Mean ( 81 / 95 )	0.149973517832168	0.0786446493265133	1.90697675069431
Winsorized Mean ( 82 / 95 )	0.14562121013986	0.078321494941375	1.85927516129333
Winsorized Mean ( 83 / 95 )	0.146137783566434	0.0779519525438539	1.8747161398455
Winsorized Mean ( 84 / 95 )	0.136965336013986	0.0771337075613738	1.77568718455554
Winsorized Mean ( 85 / 95 )	0.131229322027972	0.0762782935207477	1.72040191214133
Winsorized Mean ( 86 / 95 )	0.130874496853147	0.0759315615595947	1.72358495156761
Winsorized Mean ( 87 / 95 )	0.147687398951049	0.0746374789247818	1.97872973576567
Winsorized Mean ( 88 / 95 )	0.129462783566434	0.0718853480739154	1.80096204630344
Winsorized Mean ( 89 / 95 )	0.12484162972028	0.0712037025397202	1.75330250067597
Winsorized Mean ( 90 / 95 )	0.121955965384615	0.0702982852174592	1.73483556543889
Winsorized Mean ( 91 / 95 )	0.139163238111888	0.0681998926723198	2.04051989906386
Winsorized Mean ( 92 / 95 )	0.145969951398601	0.067286892159185	2.16936682189557
Winsorized Mean ( 93 / 95 )	0.147221874475525	0.0662756325026718	2.2213575173287
Winsorized Mean ( 94 / 95 )	0.148957259090909	0.0660310972316087	2.25586527160727
Winsorized Mean ( 95 / 95 )	0.14535655979021	0.0657888876445234	2.20943939006256
Trimmed Mean ( 1 / 95 )	0.0077048102112676	0.158744850960773	0.0485358118051432
Trimmed Mean ( 2 / 95 )	0.0119155890070922	0.156524371216087	0.0761260940677559
Trimmed Mean ( 3 / 95 )	0.0153935217857143	0.154480935857726	0.099646740876113
Trimmed Mean ( 4 / 95 )	0.017980021942446	0.152877278694791	0.117610818925826
Trimmed Mean ( 5 / 95 )	0.0204716525362319	0.151229739150876	0.135367902180987
Trimmed Mean ( 6 / 95 )	0.0220498762773723	0.149642638139436	0.147350224184275
Trimmed Mean ( 7 / 95 )	0.0235610150735294	0.148005331983459	0.159190312658213
Trimmed Mean ( 8 / 95 )	0.0254725411111111	0.146419478243128	0.17396962082336
Trimmed Mean ( 9 / 95 )	0.0270372242537313	0.144893004827665	0.186601308226641
Trimmed Mean ( 10 / 95 )	0.0289144966165413	0.14336752209824	0.201680939960225
Trimmed Mean ( 11 / 95 )	0.0314538867424242	0.14192116540615	0.221629287304748
Trimmed Mean ( 12 / 95 )	0.0343175423664122	0.140455723279744	0.244329967943438
Trimmed Mean ( 13 / 95 )	0.0384596388461538	0.139108079152901	0.276473078201884
Trimmed Mean ( 14 / 95 )	0.0425563027131783	0.137769298417406	0.308895401239858
Trimmed Mean ( 15 / 95 )	0.045993773828125	0.136506567158115	0.336934513742849
Trimmed Mean ( 16 / 95 )	0.0501656933070866	0.135327646298703	0.370698040490248
Trimmed Mean ( 17 / 95 )	0.0547515718253968	0.134261370109721	0.407798399350854
Trimmed Mean ( 18 / 95 )	0.0592597844	0.133173597220336	0.444981480089889
Trimmed Mean ( 19 / 95 )	0.0636642987903226	0.132074847319152	0.48203196961857
Trimmed Mean ( 20 / 95 )	0.0682828296747967	0.130966546180436	0.521376119827742
Trimmed Mean ( 21 / 95 )	0.0728419102459016	0.129822570924386	0.561088181563804
Trimmed Mean ( 22 / 95 )	0.0763821326446281	0.128788250627669	0.593083082287149
Trimmed Mean ( 23 / 95 )	0.07978698375	0.127733177753625	0.624637898728984
Trimmed Mean ( 24 / 95 )	0.0832744794117647	0.126654878806289	0.657491288110012
Trimmed Mean ( 25 / 95 )	0.0857969326271186	0.125686007568946	0.682629150902532
Trimmed Mean ( 26 / 95 )	0.0885476756410257	0.124706359599977	0.710049398643838
Trimmed Mean ( 27 / 95 )	0.0910682590517242	0.123783051384465	0.735708629195689
Trimmed Mean ( 28 / 95 )	0.09357707	0.122937177280596	0.761177961540602
Trimmed Mean ( 29 / 95 )	0.0957048513157895	0.122103248743114	0.783802661280024
Trimmed Mean ( 30 / 95 )	0.0972586110619469	0.121323403689544	0.801647564313503
Trimmed Mean ( 31 / 95 )	0.0972586110619469	0.12057196457847	0.806643662164515
Trimmed Mean ( 32 / 95 )	0.101576423873874	0.119793723681646	0.847927760754938
Trimmed Mean ( 33 / 95 )	0.104190255	0.119051506940144	0.875169560452383
Trimmed Mean ( 34 / 95 )	0.106957917889908	0.118294426139344	0.904167012602252
Trimmed Mean ( 35 / 95 )	0.109201880092593	0.117576952708098	0.928769436334195
Trimmed Mean ( 36 / 95 )	0.111595449065421	0.116862201669699	0.954931940960992
Trimmed Mean ( 37 / 95 )	0.113990641981132	0.116131014938469	0.981569325313561
Trimmed Mean ( 38 / 95 )	0.11650121952381	0.115372496804794	1.00978329108128
Trimmed Mean ( 39 / 95 )	0.118797625480769	0.11462031979446	1.03644472196378
Trimmed Mean ( 40 / 95 )	0.12097075776699	0.113872047938066	1.06233935331334
Trimmed Mean ( 41 / 95 )	0.123045324019608	0.113119039065747	1.08775078922029
Trimmed Mean ( 42 / 95 )	0.125051366831683	0.112342441007101	1.11312666620605
Trimmed Mean ( 43 / 95 )	0.1268850305	0.11159617176626	1.13700164164917
Trimmed Mean ( 44 / 95 )	0.12851093989899	0.110898933436894	1.15881132411538
Trimmed Mean ( 45 / 95 )	0.130024929081633	0.110232371592407	1.17955304057515
Trimmed Mean ( 46 / 95 )	0.131418021134021	0.109546387461698	1.1996563663952
Trimmed Mean ( 47 / 95 )	0.131418021134021	0.108843084306997	1.20740809552355
Trimmed Mean ( 48 / 95 )	0.134314874210526	0.10813441004789	1.24211038975514
Trimmed Mean ( 49 / 95 )	0.135677957978723	0.107440969728596	1.26281397423587
Trimmed Mean ( 50 / 95 )	0.137289710215054	0.106730913385525	1.28631626826941
Trimmed Mean ( 51 / 95 )	0.139002424456522	0.106022374401392	1.31106688792189
Trimmed Mean ( 52 / 95 )	0.140897231318681	0.105295653259281	1.3381106148013
Trimmed Mean ( 53 / 95 )	0.142747867222222	0.104566359334835	1.36514141001242
Trimmed Mean ( 54 / 95 )	0.144965034269663	0.103828754686558	1.3961935179449
Trimmed Mean ( 55 / 95 )	0.14694781875	0.103149775165992	1.42460629229222
Trimmed Mean ( 56 / 95 )	0.148979690229885	0.102436871651165	1.45435611053426
Trimmed Mean ( 57 / 95 )	0.150847593604651	0.101702490801747	1.48322418079912
Trimmed Mean ( 58 / 95 )	0.15290733	0.100961301135458	1.5145142572484
Trimmed Mean ( 59 / 95 )	0.15485057202381	0.100208973595698	1.5452765003718
Trimmed Mean ( 60 / 95 )	0.156892506626506	0.0994321942708573	1.57788438419778
Trimmed Mean ( 61 / 95 )	0.158818390853659	0.0986445810150106	1.6100062387562
Trimmed Mean ( 62 / 95 )	0.158818390853659	0.0978756549770139	1.6226546927421
Trimmed Mean ( 63 / 95 )	0.162664600625	0.0970851266587007	1.67548424999065
Trimmed Mean ( 64 / 95 )	0.164498646202532	0.0962888135191513	1.70838792368974
Trimmed Mean ( 65 / 95 )	0.165929526282051	0.0955166929573034	1.73717829988338
Trimmed Mean ( 66 / 95 )	0.167491922727273	0.0947051820468431	1.76856133009098
Trimmed Mean ( 67 / 95 )	0.169055961184211	0.0938538871863934	1.8012675473789
Trimmed Mean ( 68 / 95 )	0.170984107333333	0.0930011147874825	1.83851675029972
Trimmed Mean ( 69 / 95 )	0.172919365540541	0.0921575587357579	1.87634490228143
Trimmed Mean ( 70 / 95 )	0.17491586369863	0.0913049181190927	1.9157332080456
Trimmed Mean ( 71 / 95 )	0.176974764583333	0.0905313000124787	1.95484616435354
Trimmed Mean ( 72 / 95 )	0.179073564084507	0.0897600867723081	1.99502440922053
Trimmed Mean ( 73 / 95 )	0.180917115	0.0890133956135795	2.03247066076873
Trimmed Mean ( 74 / 95 )	0.182614392028985	0.0882418966879421	2.06947491932071
Trimmed Mean ( 75 / 95 )	0.184285706617647	0.0876009362877426	2.10369562731983
Trimmed Mean ( 76 / 95 )	0.185742060447761	0.0869699844821494	2.13570304230519
Trimmed Mean ( 77 / 95 )	0.187091940151515	0.0863517904032525	2.16662491047167
Trimmed Mean ( 78 / 95 )	0.188668893076923	0.0857070838401353	2.20132204508132
Trimmed Mean ( 79 / 95 )	0.188668893076923	0.0850630438509351	2.21798897071621
Trimmed Mean ( 80 / 95 )	0.191943699206349	0.0845003756956852	2.27151296815063
Trimmed Mean ( 81 / 95 )	0.193130210483871	0.0839550827944734	2.30039926178936
Trimmed Mean ( 82 / 95 )	0.194379230327869	0.0833681462032197	2.33157673740335
Trimmed Mean ( 83 / 95 )	0.195796384166667	0.0827336851684124	2.36658603769558
Trimmed Mean ( 84 / 95 )	0.197246492372881	0.0820505867677974	2.40396199640945
Trimmed Mean ( 85 / 95 )	0.199015828448276	0.0813430358168127	2.44662405883727
Trimmed Mean ( 86 / 95 )	0.201016544736842	0.0806113446097122	2.49365080944976
Trimmed Mean ( 87 / 95 )	0.203099250892857	0.0798172008845722	2.54455491600826
Trimmed Mean ( 88 / 95 )	0.204755237272727	0.0790278476383282	2.59092514084139
Trimmed Mean ( 89 / 95 )	0.207020982407407	0.0783438338541359	2.64246683144009
Trimmed Mean ( 90 / 95 )	0.209512321698113	0.077621424560843	2.69915584367933
Trimmed Mean ( 91 / 95 )	0.212187654807692	0.07687385950083	2.76020556513624
Trimmed Mean ( 92 / 95 )	0.214437706862745	0.076198588829161	2.81419525161443
Trimmed Mean ( 93 / 95 )	0.216566161	0.0755047558435742	2.86824529899372
Trimmed Mean ( 94 / 95 )	0.216566161	0.0747964711094527	2.89540613063269
Trimmed Mean ( 95 / 95 )	0.220953917708333	0.0740074208423821	2.98556435548419
Median	0.3208065
Midrange	-1.09414
Midmean - Weighted Average at Xnp	0.164555916783217
Midmean - Weighted Average at X(n+1)p	0.176974764583333
Midmean - Empirical Distribution Function	0.176974764583333
Midmean - Empirical Distribution Function - Averaging	0.176974764583333
Midmean - Empirical Distribution Function - Interpolation	0.179073564084507
Midmean - Closest Observation	0.176974764583333
Midmean - True Basic - Statistics Graphics Toolkit	0.176974764583333
Midmean - MS Excel (old versions)	0.176974764583333
Number of observations	286

\begin{tabular}{lllllllll}
\hline
Central Tendency - Ungrouped Data \tabularnewline
Measure & Value & S.E. & Value/S.E. \tabularnewline
Arithmetic Mean & -3.98251748254632e-07 & 0.161476376996726 & -2.46631585165369e-06 \tabularnewline
Geometric Mean & NaN &  &  \tabularnewline
Harmonic Mean & 9.12028422411075 &  &  \tabularnewline
Quadratic Mean & 2.72603499491055 &  &  \tabularnewline
Winsorized Mean ( 1 / 95 ) & 0.00355292342657342 & 0.160866101979151 & 0.0220862156965417 \tabularnewline
Winsorized Mean ( 2 / 95 ) & 0.00510565069930069 & 0.160345237420785 & 0.0318416111474657 \tabularnewline
Winsorized Mean ( 3 / 95 ) & 0.00785107027972028 & 0.158893113868163 & 0.049411016554402 \tabularnewline
Winsorized Mean ( 4 / 95 ) & 0.00836197937062937 & 0.158790092872758 & 0.0526605861823507 \tabularnewline
Winsorized Mean ( 5 / 95 ) & 0.0129116297202797 & 0.15820115795156 & 0.08161526683789 \tabularnewline
Winsorized Mean ( 6 / 95 ) & 0.0134268744755245 & 0.158084668752551 & 0.0849347035451074 \tabularnewline
Winsorized Mean ( 7 / 95 ) & 0.0109289024475524 & 0.157343780522623 & 0.0694587508400505 \tabularnewline
Winsorized Mean ( 8 / 95 ) & 0.0137428884615384 & 0.156478042752689 & 0.0878263059773752 \tabularnewline
Winsorized Mean ( 9 / 95 ) & 0.0113232730769231 & 0.155957860674016 & 0.0726046960889718 \tabularnewline
Winsorized Mean ( 10 / 95 ) & 0.00547397237762238 & 0.154777328024011 & 0.0353667584749441 \tabularnewline
Winsorized Mean ( 11 / 95 ) & 0.00259704930069926 & 0.154358948641712 & 0.0168247407976803 \tabularnewline
Winsorized Mean ( 12 / 95 ) & -0.0108689646853147 & 0.152656609666643 & -0.0711987820838507 \tabularnewline
Winsorized Mean ( 13 / 95 ) & -0.00958305559440565 & 0.151951970485715 & -0.0630663463183358 \tabularnewline
Winsorized Mean ( 14 / 95 ) & -0.000520258391608371 & 0.150535714465732 & -0.00345604625091677 \tabularnewline
Winsorized Mean ( 15 / 95 ) & -0.00958319545454545 & 0.148972437488943 & -0.0643286477423501 \tabularnewline
Winsorized Mean ( 16 / 95 ) & -0.0144855730769231 & 0.1470458657845 & -0.0985105769525823 \tabularnewline
Winsorized Mean ( 17 / 95 ) & -0.0122410975524476 & 0.146681639818621 & -0.0834535090252899 \tabularnewline
Winsorized Mean ( 18 / 95 ) & -0.00948760104895107 & 0.146158540436302 & -0.0649130801431744 \tabularnewline
Winsorized Mean ( 19 / 95 ) & -0.011814768881119 & 0.145577946120174 & -0.081157683536529 \tabularnewline
Winsorized Mean ( 20 / 95 ) & -0.00950847517482521 & 0.145315346075292 & -0.0654333862983654 \tabularnewline
Winsorized Mean ( 21 / 95 ) & 0.00993488146853144 & 0.143095589360682 & 0.0694282857558236 \tabularnewline
Winsorized Mean ( 22 / 95 ) & 0.0135233430069929 & 0.142653642723328 & 0.0947984415176907 \tabularnewline
Winsorized Mean ( 23 / 95 ) & 0.0130368045454546 & 0.142208597562944 & 0.0916738141636213 \tabularnewline
Winsorized Mean ( 24 / 95 ) & 0.0333193220279719 & 0.139829646704251 & 0.238285104863668 \tabularnewline
Winsorized Mean ( 25 / 95 ) & 0.0295317346153846 & 0.139224266841994 & 0.212116287521199 \tabularnewline
Winsorized Mean ( 26 / 95 ) & 0.0353862800699301 & 0.137577698837033 & 0.25720941961565 \tabularnewline
Winsorized Mean ( 27 / 95 ) & 0.0365937276223776 & 0.13558742966003 & 0.269890267218223 \tabularnewline
Winsorized Mean ( 28 / 95 ) & 0.0460814199300699 & 0.134670384321442 & 0.342179315535917 \tabularnewline
Winsorized Mean ( 29 / 95 ) & 0.0600987625874126 & 0.133050568775098 & 0.451698652179387 \tabularnewline
Winsorized Mean ( 30 / 95 ) & 0.0464655458041958 & 0.131833195717963 & 0.352457099679218 \tabularnewline
Winsorized Mean ( 31 / 95 ) & 0.0475386227272727 & 0.131569426006265 & 0.361319678669183 \tabularnewline
Winsorized Mean ( 32 / 95 ) & 0.0372359653846154 & 0.1301725818963 & 0.286050755406225 \tabularnewline
Winsorized Mean ( 33 / 95 ) & 0.0345728884615384 & 0.129679042914153 & 0.266603513448395 \tabularnewline
Winsorized Mean ( 34 / 95 ) & 0.0493367346153846 & 0.12822838606418 & 0.384756730781053 \tabularnewline
Winsorized Mean ( 35 / 95 ) & 0.0465171541958042 & 0.12741639292372 & 0.36507982315629 \tabularnewline
Winsorized Mean ( 36 / 95 ) & 0.0476789723776223 & 0.126944705436679 & 0.375588506929932 \tabularnewline
Winsorized Mean ( 37 / 95 ) & 0.0457836926573427 & 0.126639021878805 & 0.361529108311956 \tabularnewline
Winsorized Mean ( 38 / 95 ) & 0.0530369094405596 & 0.125700428945836 & 0.421931013961879 \tabularnewline
Winsorized Mean ( 39 / 95 ) & 0.057752363986014 & 0.124792529755499 & 0.462787028191239 \tabularnewline
Winsorized Mean ( 40 / 95 ) & 0.061780336013986 & 0.124032943540563 & 0.498096185178269 \tabularnewline
Winsorized Mean ( 41 / 95 ) & 0.0649542520979021 & 0.1236053365963 & 0.525497149933303 \tabularnewline
Winsorized Mean ( 42 / 95 ) & 0.0711955108391609 & 0.122143376199916 & 0.58288474622343 \tabularnewline
Winsorized Mean ( 43 / 95 ) & 0.0784829583916084 & 0.12033751764755 & 0.652190272209811 \tabularnewline
Winsorized Mean ( 44 / 95 ) & 0.082858343006993 & 0.11889937796869 & 0.696877851024692 \tabularnewline
Winsorized Mean ( 45 / 95 ) & 0.0875015248251747 & 0.118434483357748 & 0.738817972134553 \tabularnewline
Winsorized Mean ( 46 / 95 ) & 0.0884858604895105 & 0.117895154957182 & 0.750547047685271 \tabularnewline
Winsorized Mean ( 47 / 95 ) & 0.0857661052447553 & 0.117094704764446 & 0.732450757848418 \tabularnewline
Winsorized Mean ( 48 / 95 ) & 0.0913062451048952 & 0.115894628929673 & 0.787838452464451 \tabularnewline
Winsorized Mean ( 49 / 95 ) & 0.0843160353146853 & 0.115290424387941 & 0.731335978354717 \tabularnewline
Winsorized Mean ( 50 / 95 ) & 0.0821954059440559 & 0.11431813337875 & 0.719005843733753 \tabularnewline
Winsorized Mean ( 51 / 95 ) & 0.077507329020979 & 0.11370772398417 & 0.681636447421718 \tabularnewline
Winsorized Mean ( 52 / 95 ) & 0.0803309653846155 & 0.11278461593658 & 0.712251087770573 \tabularnewline
Winsorized Mean ( 53 / 95 ) & 0.069612363986014 & 0.11192888973549 & 0.621933838087035 \tabularnewline
Winsorized Mean ( 54 / 95 ) & 0.0790755807692307 & 0.109822880332946 & 0.720028290366273 \tabularnewline
Winsorized Mean ( 55 / 95 ) & 0.078958273076923 & 0.109507735333618 & 0.721029184252372 \tabularnewline
Winsorized Mean ( 56 / 95 ) & 0.0860718395104895 & 0.108925017267827 & 0.790193489699928 \tabularnewline
Winsorized Mean ( 57 / 95 ) & 0.08106141993007 & 0.108007483452404 & 0.750516698834039 \tabularnewline
Winsorized Mean ( 58 / 95 ) & 0.0867012101398601 & 0.107177637471441 & 0.808948696624919 \tabularnewline
Winsorized Mean ( 59 / 95 ) & 0.0849250213286714 & 0.106556313735781 & 0.796996614759522 \tabularnewline
Winsorized Mean ( 60 / 95 ) & 0.0906313150349651 & 0.105664596314617 & 0.857726411646048 \tabularnewline
Winsorized Mean ( 61 / 95 ) & 0.096699322027972 & 0.10421298826535 & 0.927900865693956 \tabularnewline
Winsorized Mean ( 62 / 95 ) & 0.0895671541958042 & 0.103477306951494 & 0.865572914820733 \tabularnewline
Winsorized Mean ( 63 / 95 ) & 0.0988321192307691 & 0.102460642275173 & 0.96458617705461 \tabularnewline
Winsorized Mean ( 64 / 95 ) & 0.114547923426574 & 0.100903385646404 & 1.13522378553267 \tabularnewline
Winsorized Mean ( 65 / 95 ) & 0.111245650699301 & 0.10046093581966 & 1.10735232348423 \tabularnewline
Winsorized Mean ( 66 / 95 ) & 0.112630266083916 & 0.0999753749029021 & 1.12658008227831 \tabularnewline
Winsorized Mean ( 67 / 95 ) & 0.101301175174825 & 0.0987418445934982 & 1.02591941230046 \tabularnewline
Winsorized Mean ( 68 / 95 ) & 0.102884671678322 & 0.0973439328124184 & 1.05691920087696 \tabularnewline
Winsorized Mean ( 69 / 95 ) & 0.102595161188811 & 0.0962570593745557 & 1.06584557907169 \tabularnewline
Winsorized Mean ( 70 / 95 ) & 0.102350405944056 & 0.0936589175371793 & 1.09279936855374 \tabularnewline
Winsorized Mean ( 71 / 95 ) & 0.102988412937063 & 0.092439468779253 & 1.11411731695474 \tabularnewline
Winsorized Mean ( 72 / 95 ) & 0.114098063286713 & 0.0908742317824352 & 1.25556014118368 \tabularnewline
Winsorized Mean ( 73 / 95 ) & 0.121132608741259 & 0.0901417487515505 & 1.34380140632867 \tabularnewline
Winsorized Mean ( 74 / 95 ) & 0.123802818531469 & 0.0867874145426659 & 1.42650658720344 \tabularnewline
Winsorized Mean ( 75 / 95 ) & 0.133109636713287 & 0.0855812981789504 & 1.55535893408575 \tabularnewline
Winsorized Mean ( 76 / 95 ) & 0.138392433916084 & 0.0843270807469657 & 1.64113867917885 \tabularnewline
Winsorized Mean ( 77 / 95 ) & 0.131898587762238 & 0.0836971823771392 & 1.57590236631746 \tabularnewline
Winsorized Mean ( 78 / 95 ) & 0.117040405944056 & 0.0825638647261625 & 1.41757421763432 \tabularnewline
Winsorized Mean ( 79 / 95 ) & 0.148157014335664 & 0.0802586693179058 & 1.84599390439445 \tabularnewline
Winsorized Mean ( 80 / 95 ) & 0.150789182167832 & 0.0789851431126188 & 1.90908285059171 \tabularnewline
Winsorized Mean ( 81 / 95 ) & 0.149973517832168 & 0.0786446493265133 & 1.90697675069431 \tabularnewline
Winsorized Mean ( 82 / 95 ) & 0.14562121013986 & 0.078321494941375 & 1.85927516129333 \tabularnewline
Winsorized Mean ( 83 / 95 ) & 0.146137783566434 & 0.0779519525438539 & 1.8747161398455 \tabularnewline
Winsorized Mean ( 84 / 95 ) & 0.136965336013986 & 0.0771337075613738 & 1.77568718455554 \tabularnewline
Winsorized Mean ( 85 / 95 ) & 0.131229322027972 & 0.0762782935207477 & 1.72040191214133 \tabularnewline
Winsorized Mean ( 86 / 95 ) & 0.130874496853147 & 0.0759315615595947 & 1.72358495156761 \tabularnewline
Winsorized Mean ( 87 / 95 ) & 0.147687398951049 & 0.0746374789247818 & 1.97872973576567 \tabularnewline
Winsorized Mean ( 88 / 95 ) & 0.129462783566434 & 0.0718853480739154 & 1.80096204630344 \tabularnewline
Winsorized Mean ( 89 / 95 ) & 0.12484162972028 & 0.0712037025397202 & 1.75330250067597 \tabularnewline
Winsorized Mean ( 90 / 95 ) & 0.121955965384615 & 0.0702982852174592 & 1.73483556543889 \tabularnewline
Winsorized Mean ( 91 / 95 ) & 0.139163238111888 & 0.0681998926723198 & 2.04051989906386 \tabularnewline
Winsorized Mean ( 92 / 95 ) & 0.145969951398601 & 0.067286892159185 & 2.16936682189557 \tabularnewline
Winsorized Mean ( 93 / 95 ) & 0.147221874475525 & 0.0662756325026718 & 2.2213575173287 \tabularnewline
Winsorized Mean ( 94 / 95 ) & 0.148957259090909 & 0.0660310972316087 & 2.25586527160727 \tabularnewline
Winsorized Mean ( 95 / 95 ) & 0.14535655979021 & 0.0657888876445234 & 2.20943939006256 \tabularnewline
Trimmed Mean ( 1 / 95 ) & 0.0077048102112676 & 0.158744850960773 & 0.0485358118051432 \tabularnewline
Trimmed Mean ( 2 / 95 ) & 0.0119155890070922 & 0.156524371216087 & 0.0761260940677559 \tabularnewline
Trimmed Mean ( 3 / 95 ) & 0.0153935217857143 & 0.154480935857726 & 0.099646740876113 \tabularnewline
Trimmed Mean ( 4 / 95 ) & 0.017980021942446 & 0.152877278694791 & 0.117610818925826 \tabularnewline
Trimmed Mean ( 5 / 95 ) & 0.0204716525362319 & 0.151229739150876 & 0.135367902180987 \tabularnewline
Trimmed Mean ( 6 / 95 ) & 0.0220498762773723 & 0.149642638139436 & 0.147350224184275 \tabularnewline
Trimmed Mean ( 7 / 95 ) & 0.0235610150735294 & 0.148005331983459 & 0.159190312658213 \tabularnewline
Trimmed Mean ( 8 / 95 ) & 0.0254725411111111 & 0.146419478243128 & 0.17396962082336 \tabularnewline
Trimmed Mean ( 9 / 95 ) & 0.0270372242537313 & 0.144893004827665 & 0.186601308226641 \tabularnewline
Trimmed Mean ( 10 / 95 ) & 0.0289144966165413 & 0.14336752209824 & 0.201680939960225 \tabularnewline
Trimmed Mean ( 11 / 95 ) & 0.0314538867424242 & 0.14192116540615 & 0.221629287304748 \tabularnewline
Trimmed Mean ( 12 / 95 ) & 0.0343175423664122 & 0.140455723279744 & 0.244329967943438 \tabularnewline
Trimmed Mean ( 13 / 95 ) & 0.0384596388461538 & 0.139108079152901 & 0.276473078201884 \tabularnewline
Trimmed Mean ( 14 / 95 ) & 0.0425563027131783 & 0.137769298417406 & 0.308895401239858 \tabularnewline
Trimmed Mean ( 15 / 95 ) & 0.045993773828125 & 0.136506567158115 & 0.336934513742849 \tabularnewline
Trimmed Mean ( 16 / 95 ) & 0.0501656933070866 & 0.135327646298703 & 0.370698040490248 \tabularnewline
Trimmed Mean ( 17 / 95 ) & 0.0547515718253968 & 0.134261370109721 & 0.407798399350854 \tabularnewline
Trimmed Mean ( 18 / 95 ) & 0.0592597844 & 0.133173597220336 & 0.444981480089889 \tabularnewline
Trimmed Mean ( 19 / 95 ) & 0.0636642987903226 & 0.132074847319152 & 0.48203196961857 \tabularnewline
Trimmed Mean ( 20 / 95 ) & 0.0682828296747967 & 0.130966546180436 & 0.521376119827742 \tabularnewline
Trimmed Mean ( 21 / 95 ) & 0.0728419102459016 & 0.129822570924386 & 0.561088181563804 \tabularnewline
Trimmed Mean ( 22 / 95 ) & 0.0763821326446281 & 0.128788250627669 & 0.593083082287149 \tabularnewline
Trimmed Mean ( 23 / 95 ) & 0.07978698375 & 0.127733177753625 & 0.624637898728984 \tabularnewline
Trimmed Mean ( 24 / 95 ) & 0.0832744794117647 & 0.126654878806289 & 0.657491288110012 \tabularnewline
Trimmed Mean ( 25 / 95 ) & 0.0857969326271186 & 0.125686007568946 & 0.682629150902532 \tabularnewline
Trimmed Mean ( 26 / 95 ) & 0.0885476756410257 & 0.124706359599977 & 0.710049398643838 \tabularnewline
Trimmed Mean ( 27 / 95 ) & 0.0910682590517242 & 0.123783051384465 & 0.735708629195689 \tabularnewline
Trimmed Mean ( 28 / 95 ) & 0.09357707 & 0.122937177280596 & 0.761177961540602 \tabularnewline
Trimmed Mean ( 29 / 95 ) & 0.0957048513157895 & 0.122103248743114 & 0.783802661280024 \tabularnewline
Trimmed Mean ( 30 / 95 ) & 0.0972586110619469 & 0.121323403689544 & 0.801647564313503 \tabularnewline
Trimmed Mean ( 31 / 95 ) & 0.0972586110619469 & 0.12057196457847 & 0.806643662164515 \tabularnewline
Trimmed Mean ( 32 / 95 ) & 0.101576423873874 & 0.119793723681646 & 0.847927760754938 \tabularnewline
Trimmed Mean ( 33 / 95 ) & 0.104190255 & 0.119051506940144 & 0.875169560452383 \tabularnewline
Trimmed Mean ( 34 / 95 ) & 0.106957917889908 & 0.118294426139344 & 0.904167012602252 \tabularnewline
Trimmed Mean ( 35 / 95 ) & 0.109201880092593 & 0.117576952708098 & 0.928769436334195 \tabularnewline
Trimmed Mean ( 36 / 95 ) & 0.111595449065421 & 0.116862201669699 & 0.954931940960992 \tabularnewline
Trimmed Mean ( 37 / 95 ) & 0.113990641981132 & 0.116131014938469 & 0.981569325313561 \tabularnewline
Trimmed Mean ( 38 / 95 ) & 0.11650121952381 & 0.115372496804794 & 1.00978329108128 \tabularnewline
Trimmed Mean ( 39 / 95 ) & 0.118797625480769 & 0.11462031979446 & 1.03644472196378 \tabularnewline
Trimmed Mean ( 40 / 95 ) & 0.12097075776699 & 0.113872047938066 & 1.06233935331334 \tabularnewline
Trimmed Mean ( 41 / 95 ) & 0.123045324019608 & 0.113119039065747 & 1.08775078922029 \tabularnewline
Trimmed Mean ( 42 / 95 ) & 0.125051366831683 & 0.112342441007101 & 1.11312666620605 \tabularnewline
Trimmed Mean ( 43 / 95 ) & 0.1268850305 & 0.11159617176626 & 1.13700164164917 \tabularnewline
Trimmed Mean ( 44 / 95 ) & 0.12851093989899 & 0.110898933436894 & 1.15881132411538 \tabularnewline
Trimmed Mean ( 45 / 95 ) & 0.130024929081633 & 0.110232371592407 & 1.17955304057515 \tabularnewline
Trimmed Mean ( 46 / 95 ) & 0.131418021134021 & 0.109546387461698 & 1.1996563663952 \tabularnewline
Trimmed Mean ( 47 / 95 ) & 0.131418021134021 & 0.108843084306997 & 1.20740809552355 \tabularnewline
Trimmed Mean ( 48 / 95 ) & 0.134314874210526 & 0.10813441004789 & 1.24211038975514 \tabularnewline
Trimmed Mean ( 49 / 95 ) & 0.135677957978723 & 0.107440969728596 & 1.26281397423587 \tabularnewline
Trimmed Mean ( 50 / 95 ) & 0.137289710215054 & 0.106730913385525 & 1.28631626826941 \tabularnewline
Trimmed Mean ( 51 / 95 ) & 0.139002424456522 & 0.106022374401392 & 1.31106688792189 \tabularnewline
Trimmed Mean ( 52 / 95 ) & 0.140897231318681 & 0.105295653259281 & 1.3381106148013 \tabularnewline
Trimmed Mean ( 53 / 95 ) & 0.142747867222222 & 0.104566359334835 & 1.36514141001242 \tabularnewline
Trimmed Mean ( 54 / 95 ) & 0.144965034269663 & 0.103828754686558 & 1.3961935179449 \tabularnewline
Trimmed Mean ( 55 / 95 ) & 0.14694781875 & 0.103149775165992 & 1.42460629229222 \tabularnewline
Trimmed Mean ( 56 / 95 ) & 0.148979690229885 & 0.102436871651165 & 1.45435611053426 \tabularnewline
Trimmed Mean ( 57 / 95 ) & 0.150847593604651 & 0.101702490801747 & 1.48322418079912 \tabularnewline
Trimmed Mean ( 58 / 95 ) & 0.15290733 & 0.100961301135458 & 1.5145142572484 \tabularnewline
Trimmed Mean ( 59 / 95 ) & 0.15485057202381 & 0.100208973595698 & 1.5452765003718 \tabularnewline
Trimmed Mean ( 60 / 95 ) & 0.156892506626506 & 0.0994321942708573 & 1.57788438419778 \tabularnewline
Trimmed Mean ( 61 / 95 ) & 0.158818390853659 & 0.0986445810150106 & 1.6100062387562 \tabularnewline
Trimmed Mean ( 62 / 95 ) & 0.158818390853659 & 0.0978756549770139 & 1.6226546927421 \tabularnewline
Trimmed Mean ( 63 / 95 ) & 0.162664600625 & 0.0970851266587007 & 1.67548424999065 \tabularnewline
Trimmed Mean ( 64 / 95 ) & 0.164498646202532 & 0.0962888135191513 & 1.70838792368974 \tabularnewline
Trimmed Mean ( 65 / 95 ) & 0.165929526282051 & 0.0955166929573034 & 1.73717829988338 \tabularnewline
Trimmed Mean ( 66 / 95 ) & 0.167491922727273 & 0.0947051820468431 & 1.76856133009098 \tabularnewline
Trimmed Mean ( 67 / 95 ) & 0.169055961184211 & 0.0938538871863934 & 1.8012675473789 \tabularnewline
Trimmed Mean ( 68 / 95 ) & 0.170984107333333 & 0.0930011147874825 & 1.83851675029972 \tabularnewline
Trimmed Mean ( 69 / 95 ) & 0.172919365540541 & 0.0921575587357579 & 1.87634490228143 \tabularnewline
Trimmed Mean ( 70 / 95 ) & 0.17491586369863 & 0.0913049181190927 & 1.9157332080456 \tabularnewline
Trimmed Mean ( 71 / 95 ) & 0.176974764583333 & 0.0905313000124787 & 1.95484616435354 \tabularnewline
Trimmed Mean ( 72 / 95 ) & 0.179073564084507 & 0.0897600867723081 & 1.99502440922053 \tabularnewline
Trimmed Mean ( 73 / 95 ) & 0.180917115 & 0.0890133956135795 & 2.03247066076873 \tabularnewline
Trimmed Mean ( 74 / 95 ) & 0.182614392028985 & 0.0882418966879421 & 2.06947491932071 \tabularnewline
Trimmed Mean ( 75 / 95 ) & 0.184285706617647 & 0.0876009362877426 & 2.10369562731983 \tabularnewline
Trimmed Mean ( 76 / 95 ) & 0.185742060447761 & 0.0869699844821494 & 2.13570304230519 \tabularnewline
Trimmed Mean ( 77 / 95 ) & 0.187091940151515 & 0.0863517904032525 & 2.16662491047167 \tabularnewline
Trimmed Mean ( 78 / 95 ) & 0.188668893076923 & 0.0857070838401353 & 2.20132204508132 \tabularnewline
Trimmed Mean ( 79 / 95 ) & 0.188668893076923 & 0.0850630438509351 & 2.21798897071621 \tabularnewline
Trimmed Mean ( 80 / 95 ) & 0.191943699206349 & 0.0845003756956852 & 2.27151296815063 \tabularnewline
Trimmed Mean ( 81 / 95 ) & 0.193130210483871 & 0.0839550827944734 & 2.30039926178936 \tabularnewline
Trimmed Mean ( 82 / 95 ) & 0.194379230327869 & 0.0833681462032197 & 2.33157673740335 \tabularnewline
Trimmed Mean ( 83 / 95 ) & 0.195796384166667 & 0.0827336851684124 & 2.36658603769558 \tabularnewline
Trimmed Mean ( 84 / 95 ) & 0.197246492372881 & 0.0820505867677974 & 2.40396199640945 \tabularnewline
Trimmed Mean ( 85 / 95 ) & 0.199015828448276 & 0.0813430358168127 & 2.44662405883727 \tabularnewline
Trimmed Mean ( 86 / 95 ) & 0.201016544736842 & 0.0806113446097122 & 2.49365080944976 \tabularnewline
Trimmed Mean ( 87 / 95 ) & 0.203099250892857 & 0.0798172008845722 & 2.54455491600826 \tabularnewline
Trimmed Mean ( 88 / 95 ) & 0.204755237272727 & 0.0790278476383282 & 2.59092514084139 \tabularnewline
Trimmed Mean ( 89 / 95 ) & 0.207020982407407 & 0.0783438338541359 & 2.64246683144009 \tabularnewline
Trimmed Mean ( 90 / 95 ) & 0.209512321698113 & 0.077621424560843 & 2.69915584367933 \tabularnewline
Trimmed Mean ( 91 / 95 ) & 0.212187654807692 & 0.07687385950083 & 2.76020556513624 \tabularnewline
Trimmed Mean ( 92 / 95 ) & 0.214437706862745 & 0.076198588829161 & 2.81419525161443 \tabularnewline
Trimmed Mean ( 93 / 95 ) & 0.216566161 & 0.0755047558435742 & 2.86824529899372 \tabularnewline
Trimmed Mean ( 94 / 95 ) & 0.216566161 & 0.0747964711094527 & 2.89540613063269 \tabularnewline
Trimmed Mean ( 95 / 95 ) & 0.220953917708333 & 0.0740074208423821 & 2.98556435548419 \tabularnewline
Median & 0.3208065 &  &  \tabularnewline
Midrange & -1.09414 &  &  \tabularnewline
Midmean - Weighted Average at Xnp & 0.164555916783217 &  &  \tabularnewline
Midmean - Weighted Average at X(n+1)p & 0.176974764583333 &  &  \tabularnewline
Midmean - Empirical Distribution Function & 0.176974764583333 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Averaging & 0.176974764583333 &  &  \tabularnewline
Midmean - Empirical Distribution Function - Interpolation & 0.179073564084507 &  &  \tabularnewline
Midmean - Closest Observation & 0.176974764583333 &  &  \tabularnewline
Midmean - True Basic - Statistics Graphics Toolkit & 0.176974764583333 &  &  \tabularnewline
Midmean - MS Excel (old versions) & 0.176974764583333 &  &  \tabularnewline
Number of observations & 286 &  &  \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=269089&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]-3.98251748254632e-07[/C][C]0.161476376996726[/C][C]-2.46631585165369e-06[/C][/ROW]
[ROW][C]Geometric Mean[/C][C]NaN[/C][C][/C][C][/C][/ROW]
[ROW][C]Harmonic Mean[/C][C]9.12028422411075[/C][C][/C][C][/C][/ROW]
[ROW][C]Quadratic Mean[/C][C]2.72603499491055[/C][C][/C][C][/C][/ROW]
[ROW][C]Winsorized Mean ( 1 / 95 )[/C][C]0.00355292342657342[/C][C]0.160866101979151[/C][C]0.0220862156965417[/C][/ROW]
[ROW][C]Winsorized Mean ( 2 / 95 )[/C][C]0.00510565069930069[/C][C]0.160345237420785[/C][C]0.0318416111474657[/C][/ROW]
[ROW][C]Winsorized Mean ( 3 / 95 )[/C][C]0.00785107027972028[/C][C]0.158893113868163[/C][C]0.049411016554402[/C][/ROW]
[ROW][C]Winsorized Mean ( 4 / 95 )[/C][C]0.00836197937062937[/C][C]0.158790092872758[/C][C]0.0526605861823507[/C][/ROW]
[ROW][C]Winsorized Mean ( 5 / 95 )[/C][C]0.0129116297202797[/C][C]0.15820115795156[/C][C]0.08161526683789[/C][/ROW]
[ROW][C]Winsorized Mean ( 6 / 95 )[/C][C]0.0134268744755245[/C][C]0.158084668752551[/C][C]0.0849347035451074[/C][/ROW]
[ROW][C]Winsorized Mean ( 7 / 95 )[/C][C]0.0109289024475524[/C][C]0.157343780522623[/C][C]0.0694587508400505[/C][/ROW]
[ROW][C]Winsorized Mean ( 8 / 95 )[/C][C]0.0137428884615384[/C][C]0.156478042752689[/C][C]0.0878263059773752[/C][/ROW]
[ROW][C]Winsorized Mean ( 9 / 95 )[/C][C]0.0113232730769231[/C][C]0.155957860674016[/C][C]0.0726046960889718[/C][/ROW]
[ROW][C]Winsorized Mean ( 10 / 95 )[/C][C]0.00547397237762238[/C][C]0.154777328024011[/C][C]0.0353667584749441[/C][/ROW]
[ROW][C]Winsorized Mean ( 11 / 95 )[/C][C]0.00259704930069926[/C][C]0.154358948641712[/C][C]0.0168247407976803[/C][/ROW]
[ROW][C]Winsorized Mean ( 12 / 95 )[/C][C]-0.0108689646853147[/C][C]0.152656609666643[/C][C]-0.0711987820838507[/C][/ROW]
[ROW][C]Winsorized Mean ( 13 / 95 )[/C][C]-0.00958305559440565[/C][C]0.151951970485715[/C][C]-0.0630663463183358[/C][/ROW]
[ROW][C]Winsorized Mean ( 14 / 95 )[/C][C]-0.000520258391608371[/C][C]0.150535714465732[/C][C]-0.00345604625091677[/C][/ROW]
[ROW][C]Winsorized Mean ( 15 / 95 )[/C][C]-0.00958319545454545[/C][C]0.148972437488943[/C][C]-0.0643286477423501[/C][/ROW]
[ROW][C]Winsorized Mean ( 16 / 95 )[/C][C]-0.0144855730769231[/C][C]0.1470458657845[/C][C]-0.0985105769525823[/C][/ROW]
[ROW][C]Winsorized Mean ( 17 / 95 )[/C][C]-0.0122410975524476[/C][C]0.146681639818621[/C][C]-0.0834535090252899[/C][/ROW]
[ROW][C]Winsorized Mean ( 18 / 95 )[/C][C]-0.00948760104895107[/C][C]0.146158540436302[/C][C]-0.0649130801431744[/C][/ROW]
[ROW][C]Winsorized Mean ( 19 / 95 )[/C][C]-0.011814768881119[/C][C]0.145577946120174[/C][C]-0.081157683536529[/C][/ROW]
[ROW][C]Winsorized Mean ( 20 / 95 )[/C][C]-0.00950847517482521[/C][C]0.145315346075292[/C][C]-0.0654333862983654[/C][/ROW]
[ROW][C]Winsorized Mean ( 21 / 95 )[/C][C]0.00993488146853144[/C][C]0.143095589360682[/C][C]0.0694282857558236[/C][/ROW]
[ROW][C]Winsorized Mean ( 22 / 95 )[/C][C]0.0135233430069929[/C][C]0.142653642723328[/C][C]0.0947984415176907[/C][/ROW]
[ROW][C]Winsorized Mean ( 23 / 95 )[/C][C]0.0130368045454546[/C][C]0.142208597562944[/C][C]0.0916738141636213[/C][/ROW]
[ROW][C]Winsorized Mean ( 24 / 95 )[/C][C]0.0333193220279719[/C][C]0.139829646704251[/C][C]0.238285104863668[/C][/ROW]
[ROW][C]Winsorized Mean ( 25 / 95 )[/C][C]0.0295317346153846[/C][C]0.139224266841994[/C][C]0.212116287521199[/C][/ROW]
[ROW][C]Winsorized Mean ( 26 / 95 )[/C][C]0.0353862800699301[/C][C]0.137577698837033[/C][C]0.25720941961565[/C][/ROW]
[ROW][C]Winsorized Mean ( 27 / 95 )[/C][C]0.0365937276223776[/C][C]0.13558742966003[/C][C]0.269890267218223[/C][/ROW]
[ROW][C]Winsorized Mean ( 28 / 95 )[/C][C]0.0460814199300699[/C][C]0.134670384321442[/C][C]0.342179315535917[/C][/ROW]
[ROW][C]Winsorized Mean ( 29 / 95 )[/C][C]0.0600987625874126[/C][C]0.133050568775098[/C][C]0.451698652179387[/C][/ROW]
[ROW][C]Winsorized Mean ( 30 / 95 )[/C][C]0.0464655458041958[/C][C]0.131833195717963[/C][C]0.352457099679218[/C][/ROW]
[ROW][C]Winsorized Mean ( 31 / 95 )[/C][C]0.0475386227272727[/C][C]0.131569426006265[/C][C]0.361319678669183[/C][/ROW]
[ROW][C]Winsorized Mean ( 32 / 95 )[/C][C]0.0372359653846154[/C][C]0.1301725818963[/C][C]0.286050755406225[/C][/ROW]
[ROW][C]Winsorized Mean ( 33 / 95 )[/C][C]0.0345728884615384[/C][C]0.129679042914153[/C][C]0.266603513448395[/C][/ROW]
[ROW][C]Winsorized Mean ( 34 / 95 )[/C][C]0.0493367346153846[/C][C]0.12822838606418[/C][C]0.384756730781053[/C][/ROW]
[ROW][C]Winsorized Mean ( 35 / 95 )[/C][C]0.0465171541958042[/C][C]0.12741639292372[/C][C]0.36507982315629[/C][/ROW]
[ROW][C]Winsorized Mean ( 36 / 95 )[/C][C]0.0476789723776223[/C][C]0.126944705436679[/C][C]0.375588506929932[/C][/ROW]
[ROW][C]Winsorized Mean ( 37 / 95 )[/C][C]0.0457836926573427[/C][C]0.126639021878805[/C][C]0.361529108311956[/C][/ROW]
[ROW][C]Winsorized Mean ( 38 / 95 )[/C][C]0.0530369094405596[/C][C]0.125700428945836[/C][C]0.421931013961879[/C][/ROW]
[ROW][C]Winsorized Mean ( 39 / 95 )[/C][C]0.057752363986014[/C][C]0.124792529755499[/C][C]0.462787028191239[/C][/ROW]
[ROW][C]Winsorized Mean ( 40 / 95 )[/C][C]0.061780336013986[/C][C]0.124032943540563[/C][C]0.498096185178269[/C][/ROW]
[ROW][C]Winsorized Mean ( 41 / 95 )[/C][C]0.0649542520979021[/C][C]0.1236053365963[/C][C]0.525497149933303[/C][/ROW]
[ROW][C]Winsorized Mean ( 42 / 95 )[/C][C]0.0711955108391609[/C][C]0.122143376199916[/C][C]0.58288474622343[/C][/ROW]
[ROW][C]Winsorized Mean ( 43 / 95 )[/C][C]0.0784829583916084[/C][C]0.12033751764755[/C][C]0.652190272209811[/C][/ROW]
[ROW][C]Winsorized Mean ( 44 / 95 )[/C][C]0.082858343006993[/C][C]0.11889937796869[/C][C]0.696877851024692[/C][/ROW]
[ROW][C]Winsorized Mean ( 45 / 95 )[/C][C]0.0875015248251747[/C][C]0.118434483357748[/C][C]0.738817972134553[/C][/ROW]
[ROW][C]Winsorized Mean ( 46 / 95 )[/C][C]0.0884858604895105[/C][C]0.117895154957182[/C][C]0.750547047685271[/C][/ROW]
[ROW][C]Winsorized Mean ( 47 / 95 )[/C][C]0.0857661052447553[/C][C]0.117094704764446[/C][C]0.732450757848418[/C][/ROW]
[ROW][C]Winsorized Mean ( 48 / 95 )[/C][C]0.0913062451048952[/C][C]0.115894628929673[/C][C]0.787838452464451[/C][/ROW]
[ROW][C]Winsorized Mean ( 49 / 95 )[/C][C]0.0843160353146853[/C][C]0.115290424387941[/C][C]0.731335978354717[/C][/ROW]
[ROW][C]Winsorized Mean ( 50 / 95 )[/C][C]0.0821954059440559[/C][C]0.11431813337875[/C][C]0.719005843733753[/C][/ROW]
[ROW][C]Winsorized Mean ( 51 / 95 )[/C][C]0.077507329020979[/C][C]0.11370772398417[/C][C]0.681636447421718[/C][/ROW]
[ROW][C]Winsorized Mean ( 52 / 95 )[/C][C]0.0803309653846155[/C][C]0.11278461593658[/C][C]0.712251087770573[/C][/ROW]
[ROW][C]Winsorized Mean ( 53 / 95 )[/C][C]0.069612363986014[/C][C]0.11192888973549[/C][C]0.621933838087035[/C][/ROW]
[ROW][C]Winsorized Mean ( 54 / 95 )[/C][C]0.0790755807692307[/C][C]0.109822880332946[/C][C]0.720028290366273[/C][/ROW]
[ROW][C]Winsorized Mean ( 55 / 95 )[/C][C]0.078958273076923[/C][C]0.109507735333618[/C][C]0.721029184252372[/C][/ROW]
[ROW][C]Winsorized Mean ( 56 / 95 )[/C][C]0.0860718395104895[/C][C]0.108925017267827[/C][C]0.790193489699928[/C][/ROW]
[ROW][C]Winsorized Mean ( 57 / 95 )[/C][C]0.08106141993007[/C][C]0.108007483452404[/C][C]0.750516698834039[/C][/ROW]
[ROW][C]Winsorized Mean ( 58 / 95 )[/C][C]0.0867012101398601[/C][C]0.107177637471441[/C][C]0.808948696624919[/C][/ROW]
[ROW][C]Winsorized Mean ( 59 / 95 )[/C][C]0.0849250213286714[/C][C]0.106556313735781[/C][C]0.796996614759522[/C][/ROW]
[ROW][C]Winsorized Mean ( 60 / 95 )[/C][C]0.0906313150349651[/C][C]0.105664596314617[/C][C]0.857726411646048[/C][/ROW]
[ROW][C]Winsorized Mean ( 61 / 95 )[/C][C]0.096699322027972[/C][C]0.10421298826535[/C][C]0.927900865693956[/C][/ROW]
[ROW][C]Winsorized Mean ( 62 / 95 )[/C][C]0.0895671541958042[/C][C]0.103477306951494[/C][C]0.865572914820733[/C][/ROW]
[ROW][C]Winsorized Mean ( 63 / 95 )[/C][C]0.0988321192307691[/C][C]0.102460642275173[/C][C]0.96458617705461[/C][/ROW]
[ROW][C]Winsorized Mean ( 64 / 95 )[/C][C]0.114547923426574[/C][C]0.100903385646404[/C][C]1.13522378553267[/C][/ROW]
[ROW][C]Winsorized Mean ( 65 / 95 )[/C][C]0.111245650699301[/C][C]0.10046093581966[/C][C]1.10735232348423[/C][/ROW]
[ROW][C]Winsorized Mean ( 66 / 95 )[/C][C]0.112630266083916[/C][C]0.0999753749029021[/C][C]1.12658008227831[/C][/ROW]
[ROW][C]Winsorized Mean ( 67 / 95 )[/C][C]0.101301175174825[/C][C]0.0987418445934982[/C][C]1.02591941230046[/C][/ROW]
[ROW][C]Winsorized Mean ( 68 / 95 )[/C][C]0.102884671678322[/C][C]0.0973439328124184[/C][C]1.05691920087696[/C][/ROW]
[ROW][C]Winsorized Mean ( 69 / 95 )[/C][C]0.102595161188811[/C][C]0.0962570593745557[/C][C]1.06584557907169[/C][/ROW]
[ROW][C]Winsorized Mean ( 70 / 95 )[/C][C]0.102350405944056[/C][C]0.0936589175371793[/C][C]1.09279936855374[/C][/ROW]
[ROW][C]Winsorized Mean ( 71 / 95 )[/C][C]0.102988412937063[/C][C]0.092439468779253[/C][C]1.11411731695474[/C][/ROW]
[ROW][C]Winsorized Mean ( 72 / 95 )[/C][C]0.114098063286713[/C][C]0.0908742317824352[/C][C]1.25556014118368[/C][/ROW]
[ROW][C]Winsorized Mean ( 73 / 95 )[/C][C]0.121132608741259[/C][C]0.0901417487515505[/C][C]1.34380140632867[/C][/ROW]
[ROW][C]Winsorized Mean ( 74 / 95 )[/C][C]0.123802818531469[/C][C]0.0867874145426659[/C][C]1.42650658720344[/C][/ROW]
[ROW][C]Winsorized Mean ( 75 / 95 )[/C][C]0.133109636713287[/C][C]0.0855812981789504[/C][C]1.55535893408575[/C][/ROW]
[ROW][C]Winsorized Mean ( 76 / 95 )[/C][C]0.138392433916084[/C][C]0.0843270807469657[/C][C]1.64113867917885[/C][/ROW]
[ROW][C]Winsorized Mean ( 77 / 95 )[/C][C]0.131898587762238[/C][C]0.0836971823771392[/C][C]1.57590236631746[/C][/ROW]
[ROW][C]Winsorized Mean ( 78 / 95 )[/C][C]0.117040405944056[/C][C]0.0825638647261625[/C][C]1.41757421763432[/C][/ROW]
[ROW][C]Winsorized Mean ( 79 / 95 )[/C][C]0.148157014335664[/C][C]0.0802586693179058[/C][C]1.84599390439445[/C][/ROW]
[ROW][C]Winsorized Mean ( 80 / 95 )[/C][C]0.150789182167832[/C][C]0.0789851431126188[/C][C]1.90908285059171[/C][/ROW]
[ROW][C]Winsorized Mean ( 81 / 95 )[/C][C]0.149973517832168[/C][C]0.0786446493265133[/C][C]1.90697675069431[/C][/ROW]
[ROW][C]Winsorized Mean ( 82 / 95 )[/C][C]0.14562121013986[/C][C]0.078321494941375[/C][C]1.85927516129333[/C][/ROW]
[ROW][C]Winsorized Mean ( 83 / 95 )[/C][C]0.146137783566434[/C][C]0.0779519525438539[/C][C]1.8747161398455[/C][/ROW]
[ROW][C]Winsorized Mean ( 84 / 95 )[/C][C]0.136965336013986[/C][C]0.0771337075613738[/C][C]1.77568718455554[/C][/ROW]
[ROW][C]Winsorized Mean ( 85 / 95 )[/C][C]0.131229322027972[/C][C]0.0762782935207477[/C][C]1.72040191214133[/C][/ROW]
[ROW][C]Winsorized Mean ( 86 / 95 )[/C][C]0.130874496853147[/C][C]0.0759315615595947[/C][C]1.72358495156761[/C][/ROW]
[ROW][C]Winsorized Mean ( 87 / 95 )[/C][C]0.147687398951049[/C][C]0.0746374789247818[/C][C]1.97872973576567[/C][/ROW]
[ROW][C]Winsorized Mean ( 88 / 95 )[/C][C]0.129462783566434[/C][C]0.0718853480739154[/C][C]1.80096204630344[/C][/ROW]
[ROW][C]Winsorized Mean ( 89 / 95 )[/C][C]0.12484162972028[/C][C]0.0712037025397202[/C][C]1.75330250067597[/C][/ROW]
[ROW][C]Winsorized Mean ( 90 / 95 )[/C][C]0.121955965384615[/C][C]0.0702982852174592[/C][C]1.73483556543889[/C][/ROW]
[ROW][C]Winsorized Mean ( 91 / 95 )[/C][C]0.139163238111888[/C][C]0.0681998926723198[/C][C]2.04051989906386[/C][/ROW]
[ROW][C]Winsorized Mean ( 92 / 95 )[/C][C]0.145969951398601[/C][C]0.067286892159185[/C][C]2.16936682189557[/C][/ROW]
[ROW][C]Winsorized Mean ( 93 / 95 )[/C][C]0.147221874475525[/C][C]0.0662756325026718[/C][C]2.2213575173287[/C][/ROW]
[ROW][C]Winsorized Mean ( 94 / 95 )[/C][C]0.148957259090909[/C][C]0.0660310972316087[/C][C]2.25586527160727[/C][/ROW]
[ROW][C]Winsorized Mean ( 95 / 95 )[/C][C]0.14535655979021[/C][C]0.0657888876445234[/C][C]2.20943939006256[/C][/ROW]
[ROW][C]Trimmed Mean ( 1 / 95 )[/C][C]0.0077048102112676[/C][C]0.158744850960773[/C][C]0.0485358118051432[/C][/ROW]
[ROW][C]Trimmed Mean ( 2 / 95 )[/C][C]0.0119155890070922[/C][C]0.156524371216087[/C][C]0.0761260940677559[/C][/ROW]
[ROW][C]Trimmed Mean ( 3 / 95 )[/C][C]0.0153935217857143[/C][C]0.154480935857726[/C][C]0.099646740876113[/C][/ROW]
[ROW][C]Trimmed Mean ( 4 / 95 )[/C][C]0.017980021942446[/C][C]0.152877278694791[/C][C]0.117610818925826[/C][/ROW]
[ROW][C]Trimmed Mean ( 5 / 95 )[/C][C]0.0204716525362319[/C][C]0.151229739150876[/C][C]0.135367902180987[/C][/ROW]
[ROW][C]Trimmed Mean ( 6 / 95 )[/C][C]0.0220498762773723[/C][C]0.149642638139436[/C][C]0.147350224184275[/C][/ROW]
[ROW][C]Trimmed Mean ( 7 / 95 )[/C][C]0.0235610150735294[/C][C]0.148005331983459[/C][C]0.159190312658213[/C][/ROW]
[ROW][C]Trimmed Mean ( 8 / 95 )[/C][C]0.0254725411111111[/C][C]0.146419478243128[/C][C]0.17396962082336[/C][/ROW]
[ROW][C]Trimmed Mean ( 9 / 95 )[/C][C]0.0270372242537313[/C][C]0.144893004827665[/C][C]0.186601308226641[/C][/ROW]
[ROW][C]Trimmed Mean ( 10 / 95 )[/C][C]0.0289144966165413[/C][C]0.14336752209824[/C][C]0.201680939960225[/C][/ROW]
[ROW][C]Trimmed Mean ( 11 / 95 )[/C][C]0.0314538867424242[/C][C]0.14192116540615[/C][C]0.221629287304748[/C][/ROW]
[ROW][C]Trimmed Mean ( 12 / 95 )[/C][C]0.0343175423664122[/C][C]0.140455723279744[/C][C]0.244329967943438[/C][/ROW]
[ROW][C]Trimmed Mean ( 13 / 95 )[/C][C]0.0384596388461538[/C][C]0.139108079152901[/C][C]0.276473078201884[/C][/ROW]
[ROW][C]Trimmed Mean ( 14 / 95 )[/C][C]0.0425563027131783[/C][C]0.137769298417406[/C][C]0.308895401239858[/C][/ROW]
[ROW][C]Trimmed Mean ( 15 / 95 )[/C][C]0.045993773828125[/C][C]0.136506567158115[/C][C]0.336934513742849[/C][/ROW]
[ROW][C]Trimmed Mean ( 16 / 95 )[/C][C]0.0501656933070866[/C][C]0.135327646298703[/C][C]0.370698040490248[/C][/ROW]
[ROW][C]Trimmed Mean ( 17 / 95 )[/C][C]0.0547515718253968[/C][C]0.134261370109721[/C][C]0.407798399350854[/C][/ROW]
[ROW][C]Trimmed Mean ( 18 / 95 )[/C][C]0.0592597844[/C][C]0.133173597220336[/C][C]0.444981480089889[/C][/ROW]
[ROW][C]Trimmed Mean ( 19 / 95 )[/C][C]0.0636642987903226[/C][C]0.132074847319152[/C][C]0.48203196961857[/C][/ROW]
[ROW][C]Trimmed Mean ( 20 / 95 )[/C][C]0.0682828296747967[/C][C]0.130966546180436[/C][C]0.521376119827742[/C][/ROW]
[ROW][C]Trimmed Mean ( 21 / 95 )[/C][C]0.0728419102459016[/C][C]0.129822570924386[/C][C]0.561088181563804[/C][/ROW]
[ROW][C]Trimmed Mean ( 22 / 95 )[/C][C]0.0763821326446281[/C][C]0.128788250627669[/C][C]0.593083082287149[/C][/ROW]
[ROW][C]Trimmed Mean ( 23 / 95 )[/C][C]0.07978698375[/C][C]0.127733177753625[/C][C]0.624637898728984[/C][/ROW]
[ROW][C]Trimmed Mean ( 24 / 95 )[/C][C]0.0832744794117647[/C][C]0.126654878806289[/C][C]0.657491288110012[/C][/ROW]
[ROW][C]Trimmed Mean ( 25 / 95 )[/C][C]0.0857969326271186[/C][C]0.125686007568946[/C][C]0.682629150902532[/C][/ROW]
[ROW][C]Trimmed Mean ( 26 / 95 )[/C][C]0.0885476756410257[/C][C]0.124706359599977[/C][C]0.710049398643838[/C][/ROW]
[ROW][C]Trimmed Mean ( 27 / 95 )[/C][C]0.0910682590517242[/C][C]0.123783051384465[/C][C]0.735708629195689[/C][/ROW]
[ROW][C]Trimmed Mean ( 28 / 95 )[/C][C]0.09357707[/C][C]0.122937177280596[/C][C]0.761177961540602[/C][/ROW]
[ROW][C]Trimmed Mean ( 29 / 95 )[/C][C]0.0957048513157895[/C][C]0.122103248743114[/C][C]0.783802661280024[/C][/ROW]
[ROW][C]Trimmed Mean ( 30 / 95 )[/C][C]0.0972586110619469[/C][C]0.121323403689544[/C][C]0.801647564313503[/C][/ROW]
[ROW][C]Trimmed Mean ( 31 / 95 )[/C][C]0.0972586110619469[/C][C]0.12057196457847[/C][C]0.806643662164515[/C][/ROW]
[ROW][C]Trimmed Mean ( 32 / 95 )[/C][C]0.101576423873874[/C][C]0.119793723681646[/C][C]0.847927760754938[/C][/ROW]
[ROW][C]Trimmed Mean ( 33 / 95 )[/C][C]0.104190255[/C][C]0.119051506940144[/C][C]0.875169560452383[/C][/ROW]
[ROW][C]Trimmed Mean ( 34 / 95 )[/C][C]0.106957917889908[/C][C]0.118294426139344[/C][C]0.904167012602252[/C][/ROW]
[ROW][C]Trimmed Mean ( 35 / 95 )[/C][C]0.109201880092593[/C][C]0.117576952708098[/C][C]0.928769436334195[/C][/ROW]
[ROW][C]Trimmed Mean ( 36 / 95 )[/C][C]0.111595449065421[/C][C]0.116862201669699[/C][C]0.954931940960992[/C][/ROW]
[ROW][C]Trimmed Mean ( 37 / 95 )[/C][C]0.113990641981132[/C][C]0.116131014938469[/C][C]0.981569325313561[/C][/ROW]
[ROW][C]Trimmed Mean ( 38 / 95 )[/C][C]0.11650121952381[/C][C]0.115372496804794[/C][C]1.00978329108128[/C][/ROW]
[ROW][C]Trimmed Mean ( 39 / 95 )[/C][C]0.118797625480769[/C][C]0.11462031979446[/C][C]1.03644472196378[/C][/ROW]
[ROW][C]Trimmed Mean ( 40 / 95 )[/C][C]0.12097075776699[/C][C]0.113872047938066[/C][C]1.06233935331334[/C][/ROW]
[ROW][C]Trimmed Mean ( 41 / 95 )[/C][C]0.123045324019608[/C][C]0.113119039065747[/C][C]1.08775078922029[/C][/ROW]
[ROW][C]Trimmed Mean ( 42 / 95 )[/C][C]0.125051366831683[/C][C]0.112342441007101[/C][C]1.11312666620605[/C][/ROW]
[ROW][C]Trimmed Mean ( 43 / 95 )[/C][C]0.1268850305[/C][C]0.11159617176626[/C][C]1.13700164164917[/C][/ROW]
[ROW][C]Trimmed Mean ( 44 / 95 )[/C][C]0.12851093989899[/C][C]0.110898933436894[/C][C]1.15881132411538[/C][/ROW]
[ROW][C]Trimmed Mean ( 45 / 95 )[/C][C]0.130024929081633[/C][C]0.110232371592407[/C][C]1.17955304057515[/C][/ROW]
[ROW][C]Trimmed Mean ( 46 / 95 )[/C][C]0.131418021134021[/C][C]0.109546387461698[/C][C]1.1996563663952[/C][/ROW]
[ROW][C]Trimmed Mean ( 47 / 95 )[/C][C]0.131418021134021[/C][C]0.108843084306997[/C][C]1.20740809552355[/C][/ROW]
[ROW][C]Trimmed Mean ( 48 / 95 )[/C][C]0.134314874210526[/C][C]0.10813441004789[/C][C]1.24211038975514[/C][/ROW]
[ROW][C]Trimmed Mean ( 49 / 95 )[/C][C]0.135677957978723[/C][C]0.107440969728596[/C][C]1.26281397423587[/C][/ROW]
[ROW][C]Trimmed Mean ( 50 / 95 )[/C][C]0.137289710215054[/C][C]0.106730913385525[/C][C]1.28631626826941[/C][/ROW]
[ROW][C]Trimmed Mean ( 51 / 95 )[/C][C]0.139002424456522[/C][C]0.106022374401392[/C][C]1.31106688792189[/C][/ROW]
[ROW][C]Trimmed Mean ( 52 / 95 )[/C][C]0.140897231318681[/C][C]0.105295653259281[/C][C]1.3381106148013[/C][/ROW]
[ROW][C]Trimmed Mean ( 53 / 95 )[/C][C]0.142747867222222[/C][C]0.104566359334835[/C][C]1.36514141001242[/C][/ROW]
[ROW][C]Trimmed Mean ( 54 / 95 )[/C][C]0.144965034269663[/C][C]0.103828754686558[/C][C]1.3961935179449[/C][/ROW]
[ROW][C]Trimmed Mean ( 55 / 95 )[/C][C]0.14694781875[/C][C]0.103149775165992[/C][C]1.42460629229222[/C][/ROW]
[ROW][C]Trimmed Mean ( 56 / 95 )[/C][C]0.148979690229885[/C][C]0.102436871651165[/C][C]1.45435611053426[/C][/ROW]
[ROW][C]Trimmed Mean ( 57 / 95 )[/C][C]0.150847593604651[/C][C]0.101702490801747[/C][C]1.48322418079912[/C][/ROW]
[ROW][C]Trimmed Mean ( 58 / 95 )[/C][C]0.15290733[/C][C]0.100961301135458[/C][C]1.5145142572484[/C][/ROW]
[ROW][C]Trimmed Mean ( 59 / 95 )[/C][C]0.15485057202381[/C][C]0.100208973595698[/C][C]1.5452765003718[/C][/ROW]
[ROW][C]Trimmed Mean ( 60 / 95 )[/C][C]0.156892506626506[/C][C]0.0994321942708573[/C][C]1.57788438419778[/C][/ROW]
[ROW][C]Trimmed Mean ( 61 / 95 )[/C][C]0.158818390853659[/C][C]0.0986445810150106[/C][C]1.6100062387562[/C][/ROW]
[ROW][C]Trimmed Mean ( 62 / 95 )[/C][C]0.158818390853659[/C][C]0.0978756549770139[/C][C]1.6226546927421[/C][/ROW]
[ROW][C]Trimmed Mean ( 63 / 95 )[/C][C]0.162664600625[/C][C]0.0970851266587007[/C][C]1.67548424999065[/C][/ROW]
[ROW][C]Trimmed Mean ( 64 / 95 )[/C][C]0.164498646202532[/C][C]0.0962888135191513[/C][C]1.70838792368974[/C][/ROW]
[ROW][C]Trimmed Mean ( 65 / 95 )[/C][C]0.165929526282051[/C][C]0.0955166929573034[/C][C]1.73717829988338[/C][/ROW]
[ROW][C]Trimmed Mean ( 66 / 95 )[/C][C]0.167491922727273[/C][C]0.0947051820468431[/C][C]1.76856133009098[/C][/ROW]
[ROW][C]Trimmed Mean ( 67 / 95 )[/C][C]0.169055961184211[/C][C]0.0938538871863934[/C][C]1.8012675473789[/C][/ROW]
[ROW][C]Trimmed Mean ( 68 / 95 )[/C][C]0.170984107333333[/C][C]0.0930011147874825[/C][C]1.83851675029972[/C][/ROW]
[ROW][C]Trimmed Mean ( 69 / 95 )[/C][C]0.172919365540541[/C][C]0.0921575587357579[/C][C]1.87634490228143[/C][/ROW]
[ROW][C]Trimmed Mean ( 70 / 95 )[/C][C]0.17491586369863[/C][C]0.0913049181190927[/C][C]1.9157332080456[/C][/ROW]
[ROW][C]Trimmed Mean ( 71 / 95 )[/C][C]0.176974764583333[/C][C]0.0905313000124787[/C][C]1.95484616435354[/C][/ROW]
[ROW][C]Trimmed Mean ( 72 / 95 )[/C][C]0.179073564084507[/C][C]0.0897600867723081[/C][C]1.99502440922053[/C][/ROW]
[ROW][C]Trimmed Mean ( 73 / 95 )[/C][C]0.180917115[/C][C]0.0890133956135795[/C][C]2.03247066076873[/C][/ROW]
[ROW][C]Trimmed Mean ( 74 / 95 )[/C][C]0.182614392028985[/C][C]0.0882418966879421[/C][C]2.06947491932071[/C][/ROW]
[ROW][C]Trimmed Mean ( 75 / 95 )[/C][C]0.184285706617647[/C][C]0.0876009362877426[/C][C]2.10369562731983[/C][/ROW]
[ROW][C]Trimmed Mean ( 76 / 95 )[/C][C]0.185742060447761[/C][C]0.0869699844821494[/C][C]2.13570304230519[/C][/ROW]
[ROW][C]Trimmed Mean ( 77 / 95 )[/C][C]0.187091940151515[/C][C]0.0863517904032525[/C][C]2.16662491047167[/C][/ROW]
[ROW][C]Trimmed Mean ( 78 / 95 )[/C][C]0.188668893076923[/C][C]0.0857070838401353[/C][C]2.20132204508132[/C][/ROW]
[ROW][C]Trimmed Mean ( 79 / 95 )[/C][C]0.188668893076923[/C][C]0.0850630438509351[/C][C]2.21798897071621[/C][/ROW]
[ROW][C]Trimmed Mean ( 80 / 95 )[/C][C]0.191943699206349[/C][C]0.0845003756956852[/C][C]2.27151296815063[/C][/ROW]
[ROW][C]Trimmed Mean ( 81 / 95 )[/C][C]0.193130210483871[/C][C]0.0839550827944734[/C][C]2.30039926178936[/C][/ROW]
[ROW][C]Trimmed Mean ( 82 / 95 )[/C][C]0.194379230327869[/C][C]0.0833681462032197[/C][C]2.33157673740335[/C][/ROW]
[ROW][C]Trimmed Mean ( 83 / 95 )[/C][C]0.195796384166667[/C][C]0.0827336851684124[/C][C]2.36658603769558[/C][/ROW]
[ROW][C]Trimmed Mean ( 84 / 95 )[/C][C]0.197246492372881[/C][C]0.0820505867677974[/C][C]2.40396199640945[/C][/ROW]
[ROW][C]Trimmed Mean ( 85 / 95 )[/C][C]0.199015828448276[/C][C]0.0813430358168127[/C][C]2.44662405883727[/C][/ROW]
[ROW][C]Trimmed Mean ( 86 / 95 )[/C][C]0.201016544736842[/C][C]0.0806113446097122[/C][C]2.49365080944976[/C][/ROW]
[ROW][C]Trimmed Mean ( 87 / 95 )[/C][C]0.203099250892857[/C][C]0.0798172008845722[/C][C]2.54455491600826[/C][/ROW]
[ROW][C]Trimmed Mean ( 88 / 95 )[/C][C]0.204755237272727[/C][C]0.0790278476383282[/C][C]2.59092514084139[/C][/ROW]
[ROW][C]Trimmed Mean ( 89 / 95 )[/C][C]0.207020982407407[/C][C]0.0783438338541359[/C][C]2.64246683144009[/C][/ROW]
[ROW][C]Trimmed Mean ( 90 / 95 )[/C][C]0.209512321698113[/C][C]0.077621424560843[/C][C]2.69915584367933[/C][/ROW]
[ROW][C]Trimmed Mean ( 91 / 95 )[/C][C]0.212187654807692[/C][C]0.07687385950083[/C][C]2.76020556513624[/C][/ROW]
[ROW][C]Trimmed Mean ( 92 / 95 )[/C][C]0.214437706862745[/C][C]0.076198588829161[/C][C]2.81419525161443[/C][/ROW]
[ROW][C]Trimmed Mean ( 93 / 95 )[/C][C]0.216566161[/C][C]0.0755047558435742[/C][C]2.86824529899372[/C][/ROW]
[ROW][C]Trimmed Mean ( 94 / 95 )[/C][C]0.216566161[/C][C]0.0747964711094527[/C][C]2.89540613063269[/C][/ROW]
[ROW][C]Trimmed Mean ( 95 / 95 )[/C][C]0.220953917708333[/C][C]0.0740074208423821[/C][C]2.98556435548419[/C][/ROW]
[ROW][C]Median[/C][C]0.3208065[/C][C][/C][C][/C][/ROW]
[ROW][C]Midrange[/C][C]-1.09414[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at Xnp[/C][C]0.164555916783217[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Weighted Average at X(n+1)p[/C][C]0.176974764583333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function[/C][C]0.176974764583333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Averaging[/C][C]0.176974764583333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Empirical Distribution Function - Interpolation[/C][C]0.179073564084507[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - Closest Observation[/C][C]0.176974764583333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - True Basic - Statistics Graphics Toolkit[/C][C]0.176974764583333[/C][C][/C][C][/C][/ROW]
[ROW][C]Midmean - MS Excel (old versions)[/C][C]0.176974764583333[/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=269089&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=269089&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	-3.98251748254632e-07	0.161476376996726	-2.46631585165369e-06
Geometric Mean	NaN
Harmonic Mean	9.12028422411075
Quadratic Mean	2.72603499491055
Winsorized Mean ( 1 / 95 )	0.00355292342657342	0.160866101979151	0.0220862156965417
Winsorized Mean ( 2 / 95 )	0.00510565069930069	0.160345237420785	0.0318416111474657
Winsorized Mean ( 3 / 95 )	0.00785107027972028	0.158893113868163	0.049411016554402
Winsorized Mean ( 4 / 95 )	0.00836197937062937	0.158790092872758	0.0526605861823507
Winsorized Mean ( 5 / 95 )	0.0129116297202797	0.15820115795156	0.08161526683789
Winsorized Mean ( 6 / 95 )	0.0134268744755245	0.158084668752551	0.0849347035451074
Winsorized Mean ( 7 / 95 )	0.0109289024475524	0.157343780522623	0.0694587508400505
Winsorized Mean ( 8 / 95 )	0.0137428884615384	0.156478042752689	0.0878263059773752
Winsorized Mean ( 9 / 95 )	0.0113232730769231	0.155957860674016	0.0726046960889718
Winsorized Mean ( 10 / 95 )	0.00547397237762238	0.154777328024011	0.0353667584749441
Winsorized Mean ( 11 / 95 )	0.00259704930069926	0.154358948641712	0.0168247407976803
Winsorized Mean ( 12 / 95 )	-0.0108689646853147	0.152656609666643	-0.0711987820838507
Winsorized Mean ( 13 / 95 )	-0.00958305559440565	0.151951970485715	-0.0630663463183358
Winsorized Mean ( 14 / 95 )	-0.000520258391608371	0.150535714465732	-0.00345604625091677
Winsorized Mean ( 15 / 95 )	-0.00958319545454545	0.148972437488943	-0.0643286477423501
Winsorized Mean ( 16 / 95 )	-0.0144855730769231	0.1470458657845	-0.0985105769525823
Winsorized Mean ( 17 / 95 )	-0.0122410975524476	0.146681639818621	-0.0834535090252899
Winsorized Mean ( 18 / 95 )	-0.00948760104895107	0.146158540436302	-0.0649130801431744
Winsorized Mean ( 19 / 95 )	-0.011814768881119	0.145577946120174	-0.081157683536529
Winsorized Mean ( 20 / 95 )	-0.00950847517482521	0.145315346075292	-0.0654333862983654
Winsorized Mean ( 21 / 95 )	0.00993488146853144	0.143095589360682	0.0694282857558236
Winsorized Mean ( 22 / 95 )	0.0135233430069929	0.142653642723328	0.0947984415176907
Winsorized Mean ( 23 / 95 )	0.0130368045454546	0.142208597562944	0.0916738141636213
Winsorized Mean ( 24 / 95 )	0.0333193220279719	0.139829646704251	0.238285104863668
Winsorized Mean ( 25 / 95 )	0.0295317346153846	0.139224266841994	0.212116287521199
Winsorized Mean ( 26 / 95 )	0.0353862800699301	0.137577698837033	0.25720941961565
Winsorized Mean ( 27 / 95 )	0.0365937276223776	0.13558742966003	0.269890267218223
Winsorized Mean ( 28 / 95 )	0.0460814199300699	0.134670384321442	0.342179315535917
Winsorized Mean ( 29 / 95 )	0.0600987625874126	0.133050568775098	0.451698652179387
Winsorized Mean ( 30 / 95 )	0.0464655458041958	0.131833195717963	0.352457099679218
Winsorized Mean ( 31 / 95 )	0.0475386227272727	0.131569426006265	0.361319678669183
Winsorized Mean ( 32 / 95 )	0.0372359653846154	0.1301725818963	0.286050755406225
Winsorized Mean ( 33 / 95 )	0.0345728884615384	0.129679042914153	0.266603513448395
Winsorized Mean ( 34 / 95 )	0.0493367346153846	0.12822838606418	0.384756730781053
Winsorized Mean ( 35 / 95 )	0.0465171541958042	0.12741639292372	0.36507982315629
Winsorized Mean ( 36 / 95 )	0.0476789723776223	0.126944705436679	0.375588506929932
Winsorized Mean ( 37 / 95 )	0.0457836926573427	0.126639021878805	0.361529108311956
Winsorized Mean ( 38 / 95 )	0.0530369094405596	0.125700428945836	0.421931013961879
Winsorized Mean ( 39 / 95 )	0.057752363986014	0.124792529755499	0.462787028191239
Winsorized Mean ( 40 / 95 )	0.061780336013986	0.124032943540563	0.498096185178269
Winsorized Mean ( 41 / 95 )	0.0649542520979021	0.1236053365963	0.525497149933303
Winsorized Mean ( 42 / 95 )	0.0711955108391609	0.122143376199916	0.58288474622343
Winsorized Mean ( 43 / 95 )	0.0784829583916084	0.12033751764755	0.652190272209811
Winsorized Mean ( 44 / 95 )	0.082858343006993	0.11889937796869	0.696877851024692
Winsorized Mean ( 45 / 95 )	0.0875015248251747	0.118434483357748	0.738817972134553
Winsorized Mean ( 46 / 95 )	0.0884858604895105	0.117895154957182	0.750547047685271
Winsorized Mean ( 47 / 95 )	0.0857661052447553	0.117094704764446	0.732450757848418
Winsorized Mean ( 48 / 95 )	0.0913062451048952	0.115894628929673	0.787838452464451
Winsorized Mean ( 49 / 95 )	0.0843160353146853	0.115290424387941	0.731335978354717
Winsorized Mean ( 50 / 95 )	0.0821954059440559	0.11431813337875	0.719005843733753
Winsorized Mean ( 51 / 95 )	0.077507329020979	0.11370772398417	0.681636447421718
Winsorized Mean ( 52 / 95 )	0.0803309653846155	0.11278461593658	0.712251087770573
Winsorized Mean ( 53 / 95 )	0.069612363986014	0.11192888973549	0.621933838087035
Winsorized Mean ( 54 / 95 )	0.0790755807692307	0.109822880332946	0.720028290366273
Winsorized Mean ( 55 / 95 )	0.078958273076923	0.109507735333618	0.721029184252372
Winsorized Mean ( 56 / 95 )	0.0860718395104895	0.108925017267827	0.790193489699928
Winsorized Mean ( 57 / 95 )	0.08106141993007	0.108007483452404	0.750516698834039
Winsorized Mean ( 58 / 95 )	0.0867012101398601	0.107177637471441	0.808948696624919
Winsorized Mean ( 59 / 95 )	0.0849250213286714	0.106556313735781	0.796996614759522
Winsorized Mean ( 60 / 95 )	0.0906313150349651	0.105664596314617	0.857726411646048
Winsorized Mean ( 61 / 95 )	0.096699322027972	0.10421298826535	0.927900865693956
Winsorized Mean ( 62 / 95 )	0.0895671541958042	0.103477306951494	0.865572914820733
Winsorized Mean ( 63 / 95 )	0.0988321192307691	0.102460642275173	0.96458617705461
Winsorized Mean ( 64 / 95 )	0.114547923426574	0.100903385646404	1.13522378553267
Winsorized Mean ( 65 / 95 )	0.111245650699301	0.10046093581966	1.10735232348423
Winsorized Mean ( 66 / 95 )	0.112630266083916	0.0999753749029021	1.12658008227831
Winsorized Mean ( 67 / 95 )	0.101301175174825	0.0987418445934982	1.02591941230046
Winsorized Mean ( 68 / 95 )	0.102884671678322	0.0973439328124184	1.05691920087696
Winsorized Mean ( 69 / 95 )	0.102595161188811	0.0962570593745557	1.06584557907169
Winsorized Mean ( 70 / 95 )	0.102350405944056	0.0936589175371793	1.09279936855374
Winsorized Mean ( 71 / 95 )	0.102988412937063	0.092439468779253	1.11411731695474
Winsorized Mean ( 72 / 95 )	0.114098063286713	0.0908742317824352	1.25556014118368
Winsorized Mean ( 73 / 95 )	0.121132608741259	0.0901417487515505	1.34380140632867
Winsorized Mean ( 74 / 95 )	0.123802818531469	0.0867874145426659	1.42650658720344
Winsorized Mean ( 75 / 95 )	0.133109636713287	0.0855812981789504	1.55535893408575
Winsorized Mean ( 76 / 95 )	0.138392433916084	0.0843270807469657	1.64113867917885
Winsorized Mean ( 77 / 95 )	0.131898587762238	0.0836971823771392	1.57590236631746
Winsorized Mean ( 78 / 95 )	0.117040405944056	0.0825638647261625	1.41757421763432
Winsorized Mean ( 79 / 95 )	0.148157014335664	0.0802586693179058	1.84599390439445
Winsorized Mean ( 80 / 95 )	0.150789182167832	0.0789851431126188	1.90908285059171
Winsorized Mean ( 81 / 95 )	0.149973517832168	0.0786446493265133	1.90697675069431
Winsorized Mean ( 82 / 95 )	0.14562121013986	0.078321494941375	1.85927516129333
Winsorized Mean ( 83 / 95 )	0.146137783566434	0.0779519525438539	1.8747161398455
Winsorized Mean ( 84 / 95 )	0.136965336013986	0.0771337075613738	1.77568718455554
Winsorized Mean ( 85 / 95 )	0.131229322027972	0.0762782935207477	1.72040191214133
Winsorized Mean ( 86 / 95 )	0.130874496853147	0.0759315615595947	1.72358495156761
Winsorized Mean ( 87 / 95 )	0.147687398951049	0.0746374789247818	1.97872973576567
Winsorized Mean ( 88 / 95 )	0.129462783566434	0.0718853480739154	1.80096204630344
Winsorized Mean ( 89 / 95 )	0.12484162972028	0.0712037025397202	1.75330250067597
Winsorized Mean ( 90 / 95 )	0.121955965384615	0.0702982852174592	1.73483556543889
Winsorized Mean ( 91 / 95 )	0.139163238111888	0.0681998926723198	2.04051989906386
Winsorized Mean ( 92 / 95 )	0.145969951398601	0.067286892159185	2.16936682189557
Winsorized Mean ( 93 / 95 )	0.147221874475525	0.0662756325026718	2.2213575173287
Winsorized Mean ( 94 / 95 )	0.148957259090909	0.0660310972316087	2.25586527160727
Winsorized Mean ( 95 / 95 )	0.14535655979021	0.0657888876445234	2.20943939006256
Trimmed Mean ( 1 / 95 )	0.0077048102112676	0.158744850960773	0.0485358118051432
Trimmed Mean ( 2 / 95 )	0.0119155890070922	0.156524371216087	0.0761260940677559
Trimmed Mean ( 3 / 95 )	0.0153935217857143	0.154480935857726	0.099646740876113
Trimmed Mean ( 4 / 95 )	0.017980021942446	0.152877278694791	0.117610818925826
Trimmed Mean ( 5 / 95 )	0.0204716525362319	0.151229739150876	0.135367902180987
Trimmed Mean ( 6 / 95 )	0.0220498762773723	0.149642638139436	0.147350224184275
Trimmed Mean ( 7 / 95 )	0.0235610150735294	0.148005331983459	0.159190312658213
Trimmed Mean ( 8 / 95 )	0.0254725411111111	0.146419478243128	0.17396962082336
Trimmed Mean ( 9 / 95 )	0.0270372242537313	0.144893004827665	0.186601308226641
Trimmed Mean ( 10 / 95 )	0.0289144966165413	0.14336752209824	0.201680939960225
Trimmed Mean ( 11 / 95 )	0.0314538867424242	0.14192116540615	0.221629287304748
Trimmed Mean ( 12 / 95 )	0.0343175423664122	0.140455723279744	0.244329967943438
Trimmed Mean ( 13 / 95 )	0.0384596388461538	0.139108079152901	0.276473078201884
Trimmed Mean ( 14 / 95 )	0.0425563027131783	0.137769298417406	0.308895401239858
Trimmed Mean ( 15 / 95 )	0.045993773828125	0.136506567158115	0.336934513742849
Trimmed Mean ( 16 / 95 )	0.0501656933070866	0.135327646298703	0.370698040490248
Trimmed Mean ( 17 / 95 )	0.0547515718253968	0.134261370109721	0.407798399350854
Trimmed Mean ( 18 / 95 )	0.0592597844	0.133173597220336	0.444981480089889
Trimmed Mean ( 19 / 95 )	0.0636642987903226	0.132074847319152	0.48203196961857
Trimmed Mean ( 20 / 95 )	0.0682828296747967	0.130966546180436	0.521376119827742
Trimmed Mean ( 21 / 95 )	0.0728419102459016	0.129822570924386	0.561088181563804
Trimmed Mean ( 22 / 95 )	0.0763821326446281	0.128788250627669	0.593083082287149
Trimmed Mean ( 23 / 95 )	0.07978698375	0.127733177753625	0.624637898728984
Trimmed Mean ( 24 / 95 )	0.0832744794117647	0.126654878806289	0.657491288110012
Trimmed Mean ( 25 / 95 )	0.0857969326271186	0.125686007568946	0.682629150902532
Trimmed Mean ( 26 / 95 )	0.0885476756410257	0.124706359599977	0.710049398643838
Trimmed Mean ( 27 / 95 )	0.0910682590517242	0.123783051384465	0.735708629195689
Trimmed Mean ( 28 / 95 )	0.09357707	0.122937177280596	0.761177961540602
Trimmed Mean ( 29 / 95 )	0.0957048513157895	0.122103248743114	0.783802661280024
Trimmed Mean ( 30 / 95 )	0.0972586110619469	0.121323403689544	0.801647564313503
Trimmed Mean ( 31 / 95 )	0.0972586110619469	0.12057196457847	0.806643662164515
Trimmed Mean ( 32 / 95 )	0.101576423873874	0.119793723681646	0.847927760754938
Trimmed Mean ( 33 / 95 )	0.104190255	0.119051506940144	0.875169560452383
Trimmed Mean ( 34 / 95 )	0.106957917889908	0.118294426139344	0.904167012602252
Trimmed Mean ( 35 / 95 )	0.109201880092593	0.117576952708098	0.928769436334195
Trimmed Mean ( 36 / 95 )	0.111595449065421	0.116862201669699	0.954931940960992
Trimmed Mean ( 37 / 95 )	0.113990641981132	0.116131014938469	0.981569325313561
Trimmed Mean ( 38 / 95 )	0.11650121952381	0.115372496804794	1.00978329108128
Trimmed Mean ( 39 / 95 )	0.118797625480769	0.11462031979446	1.03644472196378
Trimmed Mean ( 40 / 95 )	0.12097075776699	0.113872047938066	1.06233935331334
Trimmed Mean ( 41 / 95 )	0.123045324019608	0.113119039065747	1.08775078922029
Trimmed Mean ( 42 / 95 )	0.125051366831683	0.112342441007101	1.11312666620605
Trimmed Mean ( 43 / 95 )	0.1268850305	0.11159617176626	1.13700164164917
Trimmed Mean ( 44 / 95 )	0.12851093989899	0.110898933436894	1.15881132411538
Trimmed Mean ( 45 / 95 )	0.130024929081633	0.110232371592407	1.17955304057515
Trimmed Mean ( 46 / 95 )	0.131418021134021	0.109546387461698	1.1996563663952
Trimmed Mean ( 47 / 95 )	0.131418021134021	0.108843084306997	1.20740809552355
Trimmed Mean ( 48 / 95 )	0.134314874210526	0.10813441004789	1.24211038975514
Trimmed Mean ( 49 / 95 )	0.135677957978723	0.107440969728596	1.26281397423587
Trimmed Mean ( 50 / 95 )	0.137289710215054	0.106730913385525	1.28631626826941
Trimmed Mean ( 51 / 95 )	0.139002424456522	0.106022374401392	1.31106688792189
Trimmed Mean ( 52 / 95 )	0.140897231318681	0.105295653259281	1.3381106148013
Trimmed Mean ( 53 / 95 )	0.142747867222222	0.104566359334835	1.36514141001242
Trimmed Mean ( 54 / 95 )	0.144965034269663	0.103828754686558	1.3961935179449
Trimmed Mean ( 55 / 95 )	0.14694781875	0.103149775165992	1.42460629229222
Trimmed Mean ( 56 / 95 )	0.148979690229885	0.102436871651165	1.45435611053426
Trimmed Mean ( 57 / 95 )	0.150847593604651	0.101702490801747	1.48322418079912
Trimmed Mean ( 58 / 95 )	0.15290733	0.100961301135458	1.5145142572484
Trimmed Mean ( 59 / 95 )	0.15485057202381	0.100208973595698	1.5452765003718
Trimmed Mean ( 60 / 95 )	0.156892506626506	0.0994321942708573	1.57788438419778
Trimmed Mean ( 61 / 95 )	0.158818390853659	0.0986445810150106	1.6100062387562
Trimmed Mean ( 62 / 95 )	0.158818390853659	0.0978756549770139	1.6226546927421
Trimmed Mean ( 63 / 95 )	0.162664600625	0.0970851266587007	1.67548424999065
Trimmed Mean ( 64 / 95 )	0.164498646202532	0.0962888135191513	1.70838792368974
Trimmed Mean ( 65 / 95 )	0.165929526282051	0.0955166929573034	1.73717829988338
Trimmed Mean ( 66 / 95 )	0.167491922727273	0.0947051820468431	1.76856133009098
Trimmed Mean ( 67 / 95 )	0.169055961184211	0.0938538871863934	1.8012675473789
Trimmed Mean ( 68 / 95 )	0.170984107333333	0.0930011147874825	1.83851675029972
Trimmed Mean ( 69 / 95 )	0.172919365540541	0.0921575587357579	1.87634490228143
Trimmed Mean ( 70 / 95 )	0.17491586369863	0.0913049181190927	1.9157332080456
Trimmed Mean ( 71 / 95 )	0.176974764583333	0.0905313000124787	1.95484616435354
Trimmed Mean ( 72 / 95 )	0.179073564084507	0.0897600867723081	1.99502440922053
Trimmed Mean ( 73 / 95 )	0.180917115	0.0890133956135795	2.03247066076873
Trimmed Mean ( 74 / 95 )	0.182614392028985	0.0882418966879421	2.06947491932071
Trimmed Mean ( 75 / 95 )	0.184285706617647	0.0876009362877426	2.10369562731983
Trimmed Mean ( 76 / 95 )	0.185742060447761	0.0869699844821494	2.13570304230519
Trimmed Mean ( 77 / 95 )	0.187091940151515	0.0863517904032525	2.16662491047167
Trimmed Mean ( 78 / 95 )	0.188668893076923	0.0857070838401353	2.20132204508132
Trimmed Mean ( 79 / 95 )	0.188668893076923	0.0850630438509351	2.21798897071621
Trimmed Mean ( 80 / 95 )	0.191943699206349	0.0845003756956852	2.27151296815063
Trimmed Mean ( 81 / 95 )	0.193130210483871	0.0839550827944734	2.30039926178936
Trimmed Mean ( 82 / 95 )	0.194379230327869	0.0833681462032197	2.33157673740335
Trimmed Mean ( 83 / 95 )	0.195796384166667	0.0827336851684124	2.36658603769558
Trimmed Mean ( 84 / 95 )	0.197246492372881	0.0820505867677974	2.40396199640945
Trimmed Mean ( 85 / 95 )	0.199015828448276	0.0813430358168127	2.44662405883727
Trimmed Mean ( 86 / 95 )	0.201016544736842	0.0806113446097122	2.49365080944976
Trimmed Mean ( 87 / 95 )	0.203099250892857	0.0798172008845722	2.54455491600826
Trimmed Mean ( 88 / 95 )	0.204755237272727	0.0790278476383282	2.59092514084139
Trimmed Mean ( 89 / 95 )	0.207020982407407	0.0783438338541359	2.64246683144009
Trimmed Mean ( 90 / 95 )	0.209512321698113	0.077621424560843	2.69915584367933
Trimmed Mean ( 91 / 95 )	0.212187654807692	0.07687385950083	2.76020556513624
Trimmed Mean ( 92 / 95 )	0.214437706862745	0.076198588829161	2.81419525161443
Trimmed Mean ( 93 / 95 )	0.216566161	0.0755047558435742	2.86824529899372
Trimmed Mean ( 94 / 95 )	0.216566161	0.0747964711094527	2.89540613063269
Trimmed Mean ( 95 / 95 )	0.220953917708333	0.0740074208423821	2.98556435548419
Median	0.3208065
Midrange	-1.09414
Midmean - Weighted Average at Xnp	0.164555916783217
Midmean - Weighted Average at X(n+1)p	0.176974764583333
Midmean - Empirical Distribution Function	0.176974764583333
Midmean - Empirical Distribution Function - Averaging	0.176974764583333
Midmean - Empirical Distribution Function - Interpolation	0.179073564084507
Midmean - Closest Observation	0.176974764583333
Midmean - True Basic - Statistics Graphics Toolkit	0.176974764583333
Midmean - MS Excel (old versions)	0.176974764583333
Number of observations	286

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = TRUE ;

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