Uvod u Statisticko Zakljucivanje

Embed Size (px)

DESCRIPTION

Uvod u Statisticko Zakljucivanje

Citation preview

  • : : Copyright , , ,

  • : 1: Copyright , , ,

  • : .

    P . . (. random sampling) . .

    .

  • :

    : . : , , .

    : . : , , . , . , . , M .

  • ( ) : (): ; (): .

    : : ; : , . .

    .

    .

  • : n . . .

  • : , k- , j k . k (. , (k=2) ). .

  • : (), ( ) . . ( ) . ( ) .

  • : (. ), ( ) (, ). : , ., , .

  • ( ): (. , ... () . .

    !

  • : .

    : (. 50% , 50% ).

    : (. , ).

  • : (. ).

    ( ): , , ).

    ( ), ( ) .

  • ( ).

    , . . , ! , .

    , , .

  • : . : n ;/ ; : ; () ; X n .

    X n , : X ~ B(n, ).

  • : B (n, )

    :

    X , k X ( ) (k=0, 1...n), n , , n k . :

  • , . : n = 10 = 0.25. : B (10, 0.25).

  • : N (, )

    ( ):

    X , x X (< - x < +), ( , . , ), ( = 2.7183), ( = 3.1415).

    = 0, = 1 : N (0, 1) (z). .

  • : , . : = 3, = 2.5. : N (3, 2.5).

  • :

    ( ): x0.975 ? x0.025?

  • : . () . ( ) . : . : !

  • ( ) . . .

    ( -bootstrap). : , , - , F .

  • W. Gosset, alias Student

  • 5, 15 25 ().

    : .

    Chart1

    0.01729257880.00913518390.00725374810.0044318484

    0.01751645440.00931964880.00742194720.00456659

    0.01774344420.00950767780.00759377130.0047049575

    0.01797359270.00969933370.00776928950.0048470329

    0.0182069450.00989468070.00794857230.0049928992

    0.01844354660.01009378360.00813169090.0051426409

    0.0186834440.01029670810.00831871790.0052963439

    0.01892668410.01050352120.00850972680.0054540952

    0.01917331430.01071429050.0087047920.0056159836

    0.0194233830.01092908460.00890398940.0057820989

    0.01967693890.01114797330.00910739570.0059525324

    0.01993403160.01137102710.00931508870.0061273769

    0.02019471110.01159831770.00952714740.0063067264

    0.02045902850.01182991760.00974365180.0064906764

    0.0207270350.01206590030.00996468310.0066793237

    0.0209987830.01230634040.01019032360.0068727667

    0.02127432530.01255131360.01042065670.0070711049

    0.02155371540.01280089620.0106557670.0072744394

    0.02183700770.0130551660.010895740.0074828725

    0.0221242570.01331420150.01114066250.0076965082

    0.0224155190.01357808220.01139062250.0079154516

    0.02271085020.01384688880.0116457090.0081398092

    0.02301030770.0141207030.01190601220.0083696892

    0.02331394920.01439960740.01217162330.0086052006

    0.02362183350.01468368560.01244263490.0088464544

    0.02393401980.01497302250.01271914040.0090935625

    0.02425056820.01526770370.01300123460.0093466384

    0.02457153960.01556781610.01328901340.0096057968

    0.02489699540.01587344750.01358257370.0098711538

    0.02522699820.01618468680.01388201360.0101428269

    0.0255616110.01650162380.01418743240.0104209348

    0.02590089780.01682434950.01449893030.0107055976

    0.02624492310.01715295590.0148166090.0109969366

    0.02659375260.0174875360.01514057090.0112950745

    0.02694745240.01782818370.01547091970.0116001351

    0.02730608970.01817499420.01580776040.0119122436

    0.02766973230.01852806360.01615119860.0122315264

    0.0280384490.01888748890.01650134150.0125581109

    0.0284123090.01925336830.0168582970.0128921261

    0.02879138290.01962580090.01722217440.0132337018

    0.02917574170.0200048870.01759308380.0135829692

    0.02956545730.02039072760.01797113640.0139400605

    0.02996060260.02078342480.01835644450.014305109

    0.03036125110.0211830820.01874912150.0146782491

    0.03076747720.0215898030.01914928160.0150596163

    0.03117935630.02200369310.01955704010.0154493471

    0.03159696440.02242485830.01997251340.015847579

    0.03202037850.02285340570.02039581870.0162544505

    0.03244967640.0232894430.02082707430.0166701008

    0.03288493670.02373307940.02126639930.0170946705

    0.03332623890.02418442440.02171391370.0175283005

    0.03377366330.02464358880.02216973860.017971133

    0.03422729110.02511068430.02263399570.0184233106

    0.03468720440.02558582330.02310680770.0188849771

    0.03515348590.0260691190.02358829820.0193562767

    0.03562621940.02656068570.02407859150.0198373544

    0.03610548960.02706063840.02457781270.0203283557

    0.03659138160.02756909280.02508608760.020829427

    0.0370839820.02808616550.02560354290.0213407149

    0.03758337760.02861197390.02613030570.0218623668

    0.03808965650.0291466360.02666650410.0223945303

    0.03860290740.02969027060.02721226670.0229373537

    0.039123220.03024299730.02776772250.0234909854

    0.03965068460.03080493630.02833300150.0240555742

    0.04018539250.03137620830.0289082340.0246312693

    0.04072743570.03195693470.02949355060.0252182199

    0.04127690720.03254723770.03008908270.0258165755

    0.04183390070.03314723980.03069496210.0264264855

    0.04239851050.03375706410.03131132070.0270480995

    0.04297083210.03437683420.03193829110.0276815671

    0.04355096130.03500667430.0325760060.0283270377

    0.04413899520.03564670880.03322459840.0289846606

    0.04473503120.03629706270.03388420150.0296545848

    0.04533916780.03695786130.03455494880.0303369592

    0.0459515040.03762923010.03523697370.0310319322

    0.04657213960.0383112950.03593040990.0317396518

    0.04720117510.03900418220.03663539090.0324602656

    0.04783871190.0397080180.03735205050.0331939206

    0.04848485180.04042292880.03808052210.0339407632

    0.04913969750.04114904130.03882093910.034700939

    0.04980335210.04188648220.03957343470.0354745928

    0.05047591970.04263537810.04033814180.0362618689

    0.05115750470.04339585570.04111519320.0370629102

    0.05184821230.04416804150.04190472110.037877859

    0.05254814810.04495206220.04270685730.0387068561

    0.05325741850.04574804380.04352173330.0395500416

    0.05397613020.04655611250.04434947990.0404075539

    0.05470439050.0473763940.04519022720.0412795304

    0.05544230740.04820901370.04604410480.042166107

    0.0561899890.04905409660.04691124150.0430674179

    0.05694754420.04991176720.04779176510.043983596

    0.05771508190.05078214960.04868580280.0449147723

    0.05849271180.0516653670.04959348060.0458610763

    0.05928054370.05256154240.05051492350.0468226353

    0.06007868780.05347079760.05145025550.0477995749

    0.06088725460.05439325390.05239959930.0487920186

    0.06170635470.05532903180.05336307630.0498000877

    0.06253609920.05627825060.05434080660.0508239015

    0.06337659910.05724102880.0553329090.0518635767

    0.06422796570.05821748370.05633950040.0529192277

    0.06509031030.05920773160.05736069660.0539909665

    0.06596374440.06021188750.05839661140.0550789024

    0.06684837940.06123006510.05944735680.0561831419

    0.06774432670.06226237660.06051304310.0573037889

    0.06865169760.06330893290.06159377860.0584409443

    0.06957060320.06436984320.06268966960.0595947061

    0.07050115470.06544521540.06380082010.060765169

    0.07144346280.06653515520.06492733220.0619524246

    0.0723976380.06763976680.06606930540.0631565614

    0.07336379050.06875915250.0672268370.0643776643

    0.074342030.06989341250.06840002150.0656158148

    0.0753324660.07104264510.06958895110.0668710906

    0.07633520710.07220694620.07079371530.0681435661

    0.07735036180.07338640970.07201440060.0694333115

    0.07837803750.0745811270.07325109080.0707403935

    0.07941834110.0757911870.07450386660.0720648743

    0.08047137890.07701667620.07577280570.0734068126

    0.08153725610.07825767840.07705798240.0747662624

    0.08261607710.07951427460.07835946810.0761432737

    0.08370794530.08078654310.07967733030.077537892

    0.08481296290.08207455910.08101163340.0789501583

    0.08593123120.08337839480.0823624380.0803801091

    0.08706285020.08469811940.08372980110.081827776

    0.08820791840.08603379860.08511377590.0832931861

    0.08936653320.08738549490.08651441140.0847763613

    0.09053879030.08875326720.0879317530.0862773188

    0.0917247840.09013717110.08936584160.0877960706

    0.09292460680.09153725830.09081671410.0893326235

    0.09413834950.09295357660.0922844030.090886979

    0.09536610110.09438617020.09376893640.0924591334

    0.09660794870.09583507910.09527033760.0940490774

    0.09786397720.09730033930.09678862560.0956567962

    0.09913426950.09878198240.09832381430.0972822693

    0.10041890610.10028003580.0998759130.0989254707

    0.10171796540.10179452240.10144492590.1005863684

    0.1030315230.10332546060.10303085210.1022649246

    0.10435965220.10487286410.10463368560.1039610953

    0.10570242350.10643674170.1062534150.1056748308

    0.10705990470.10801709740.10789002360.1074060751

    0.10843216050.10961393030.10954348920.1091547659

    0.10981925260.11122723410.1112137840.1109208347

    0.11122123980.11285699760.11290087430.1127042066

    0.11263817740.1145032040.11460472110.1145048003

    0.11407011710.11616583110.11632527890.1163225279

    0.11551710760.11784485120.11806249670.1181572951

    0.11697919330.1195402310.11981631710.1200090007

    0.11845641540.12125193130.12158667670.121877537

    0.11994881070.12297990690.12337350580.1237627895

    0.12145641230.12472410690.12517672820.1256646368

    0.12297924880.1264844740.12699626140.1275829506

    0.12451734460.12826094490.12883201620.1295175957

    0.12607071980.13005344990.13068389710.1314684299

    0.12763938950.13186191290.13255180140.1334353039

    0.12922336430.13368625130.13443561990.1354180616

    0.13082264980.13552637590.13633523660.1374165393

    0.13243724660.13738219080.13825052830.1394305664

    0.13406715010.13925359310.14018136480.1414599652

    0.13571235030.14114047320.14212760910.1435045505

    0.13737283180.14304271460.14408911660.14556413

    0.13904857320.14496019350.14606573570.1476385041

    0.14073954790.14689277890.14805730760.1497274656

    0.14244572280.14884033280.15006366570.1518308004

    0.14416705890.15080270970.15208463640.1539482868

    0.14590351110.15277975650.15412003850.1560796956

    0.14765502750.1547713130.15616968310.1582247904

    0.14942155010.15677721110.15823337380.1603833273

    0.15120301370.15879727520.16031090670.1625550552

    0.15299934660.16083132190.162402070.1647397154

    0.15481046980.16287916010.16450664420.1669370417

    0.15663629730.16494059090.16662440230.1691467609

    0.15847673570.16701540730.16875510920.171368592

    0.16033168410.16910339450.17089852220.173602247

    0.16220103380.17120432960.17305439050.1758474303

    0.16408466860.17331798180.17522245570.1781038391

    0.16598246410.17544411210.17740245150.1803711632

    0.1678942880.17758247320.17959410340.1826490854

    0.16981999960.17973280980.18179712940.184937281

    0.17175944980.18189485850.18401123940.1872354182

    0.17371248120.18406834740.18623613540.1895431581

    0.17567892740.18625299640.18847151140.1918601547

    0.17765861350.18844851720.19071705380.194186055

    0.17965135530.19065461330.19297244080.1965204988

    0.18165695990.19287097970.19523734290.1988631194

    0.1836752250.19509730310.19751142290.2012135427

    0.18570593890.1973332620.19979433550.2035713883

    0.18774888060.19957852660.20208572790.2059362687

    0.18980381940.20183275870.20438523940.20830779

    0.19187051490.2040956120.20669250170.2106855517

    0.1939487170.20636673190.20900713870.2130691468

    0.19603816570.20864575530.21132876710.2154581618

    0.19813859080.21093231130.21365699570.217852177

    0.20024971210.21322602070.21599142590.2202507667

    0.20237123940.21552649620.21833165190.2226534987

    0.20450287190.21783334240.22067726040.2250599353

    0.20664429850.22014615590.2230278310.2274696324

    0.20879519790.22246452550.2253829360.2298821407

    0.21095523810.2247880320.22774214070.2322970047

    0.21312407660.22711624850.23010500360.2347137639

    0.21530136030.22944874020.23247107620.237131952

    0.21748672530.23178506490.23483990320.2395510977

    0.21967979730.23412477290.23721102270.2419707245

    0.22188019110.23646740680.23958396650.2443903509

    0.22408751070.2388125020.24195825950.2468094906

    0.22630134950.24115958690.2443334210.2492276525

    0.22852129010.24350818250.24670896360.2516443411

    0.23074690420.24585780290.24908439420.2540590565

    0.23297775310.24820795560.25145921390.2564712944

    0.23521338710.25055814110.25383291780.2588805467

    0.23745334580.25290785350.25620499590.2612863012

    0.23969715850.25525658050.25857493240.2636880421

    0.24194434360.25760380340.26094220660.2660852499

    0.24419440910.25994899760.26330629260.2684774018

    0.24644685270.26229163250.26566665980.2708639718

    0.24870116150.26463117180.26802277270.2732444309

    0.25095681250.26696707360.27037409150.2756182471

    0.25321327270.26929879060.27272007210.2779848861

    0.25546999880.27162577050.27506016610.2803438108

    0.25772643780.27394745590.27739382150.282694482

    0.25998202690.27626328450.27972048240.2850363585

    0.26223619380.27857268960.28203958940.287368897

    0.26448835680.28087510030.28435058010.2896915527

    0.26673792480.28316994130.28665288880.2920037795

    0.26898429780.28545663370.2889459470.2943050298

    0.27122686710.28773459470.29122918370.296594755

    0.27346501510.29000323820.29350202560.2988724058

    0.2756981160.2922619750.29576389710.3011374321

    0.2779255360.2945102130.29801422090.3033892837

    0.28014663320.29674735730.3002524180.30562741

    0.28236075810.29897281070.30247790790.3078512604

    0.28456725420.30118597410.30469010910.3100602848

    0.28676545760.3033862460.30688843930.3122539333

    0.28895469780.3055730240.30907231530.314431657

    0.29113429810.30774570380.31124115380.3165929077

    0.29330357560.30990368060.31339437140.3187371385

    0.29546184160.31204634840.31553138450.3208638038

    0.29760840230.31417310120.31765161050.3229723596

    0.29974255860.31628333260.3197544670.3250622641

    0.30186360710.31837643640.32183937290.327132977

    0.303970840.32045180690.32390574830.3291839607

    0.30606354580.32250883930.32595301460.3312146802

    0.30814100970.32454692960.32798059540.3332246029

    0.31020251370.32656547530.3299879160.3352131995

    0.31224733750.32856387580.33197440430.3371799438

    0.31427475870.33054153230.33393949090.3391243132

    0.31628405320.33249784830.33588260910.3410457886

    0.31827449580.33443223020.33780319570.342943855

    0.32024536070.3363440870.33970069060.3448180014

    0.3221959220.33823283130.3415745380.3466677213

    0.32412545390.34009787920.34342418580.3484925127

    0.32603323150.34193865080.34524908630.3502918786

    0.32791853130.34375457020.34704869660.3520653267

    0.32978063160.34554506650.34882247860.3538123705

    0.33161881320.34730957330.35056989930.3555325285

    0.33343235950.34904752970.35229043130.3572253252

    0.33522055760.35075838020.3539835530.358890291

    0.33698269850.35244157520.35564874890.3605269624

    0.33871807770.35409657130.35728550940.3621348824

    0.34042599570.35572283150.35889333210.3637136003

    0.34210575870.35731982570.36047172080.3652626726

    0.3437566790.3588870310.36202018710.3667816624

    0.34537807570.36042393180.36353824940.3682701403

    0.3469692750.36193002020.36502543410.3697276841

    0.34852961110.36340479670.36648127550.3711538793

    0.35005842640.36484776960.36790531590.3725483193

    0.35155507230.36625845640.36929710620.3739106053

    0.35301890960.36763638320.37065620590.3752403469

    0.35444930920.36898108540.37198218350.3765371618

    0.35584565250.3702921080.37327461650.3778006765

    0.35720733210.37156900570.3745330920.3790305261

    0.35853375190.37281134340.37575720670.3802263547

    0.35982432830.37401869630.37694656710.3813878154

    0.36107849020.37519065020.37810078990.3825145706

    0.36229567970.37632680170.37921950190.3836062921

    0.36347535250.37742675870.38030234080.3846626613

    0.36461697860.37849014040.38134895460.3856833692

    0.36572004260.37951657760.38235900260.3866681168

    0.36678404430.3805057130.38333215510.3876166151

    0.3678084990.38145720140.38426809370.3885285853

    0.3687929380.38237070980.38516651160.3894037588

    0.36973690930.38324591790.38602711360.3902418775

    0.37063997770.38408251810.38684961650.3910426939

    0.37150172520.38488021560.38763374890.3918059712

    0.37232175180.38563872870.38837925180.3925314831

    0.37309967540.38635778930.38908587860.3932190146

    0.37383513240.38703714260.38975339490.3938683615

    0.37452777810.38767654720.39038157920.3944793309

    0.37517728690.3882757760.39097022280.3950517408

    0.37578335280.38883461540.39151912950.3955854208

    0.37634568940.38935286630.39202811650.3960802118

    0.37686403040.38983034350.3924970140.396535966

    0.37733812990.39026687630.39292566520.3969525475

    0.37776776260.39066230850.3933139270.3973298316

    0.37815272380.39101649840.39366166940.3976677055

    0.378492830.39132931880.39396877580.3979660681

    0.37878791870.39160065770.39423514340.3982248302

    0.37903784870.39183041740.39446068290.3984439141

    0.37924250050.39201851540.39464531860.3986232542

    0.3794017760.39216488410.39478898850.3987627967

    0.37951559880.39226947080.39489164430.3988624999

    0.37958391430.39233223790.39495325150.3989223338

    0.37960668980.39235316280.39497378960.3989422804

    0.37958391430.39233223790.39495325150.3989223338

    0.37951559880.39226947080.39489164430.3988624999

    0.3794017760.39216488410.39478898850.3987627967

    0.37924250050.39201851540.39464531860.3986232542

    0.37903784870.39183041740.39446068290.3984439141

    0.37878791870.39160065770.39423514340.3982248302

    0.378492830.39132931880.39396877580.3979660681

    0.37815272380.39101649840.39366166940.3976677055

    0.37776776260.39066230850.3933139270.3973298316

    0.37733812990.39026687630.39292566520.3969525475

    0.37686403040.38983034350.3924970140.396535966

    0.37634568940.38935286630.39202811650.3960802118

    0.37578335280.38883461540.39151912950.3955854208

    0.37517728690.3882757760.39097022280.3950517408

    0.37452777810.38767654720.39038157920.3944793309

    0.37383513240.38703714260.38975339490.3938683615

    0.37309967540.38635778930.38908587860.3932190146

    0.37232175180.38563872870.38837925180.3925314831

    0.37150172520.38488021560.38763374890.3918059712

    0.37063997770.38408251810.38684961650.3910426939

    0.36973690930.38324591790.38602711360.3902418775

    0.3687929380.38237070980.38516651160.3894037588

    0.3678084990.38145720140.38426809370.3885285853

    0.36678404430.3805057130.38333215510.3876166151

    0.36572004260.37951657760.38235900260.3866681168

    0.36461697860.37849014040.38134895460.3856833692

    0.36347535250.37742675870.38030234080.3846626613

    0.36229567970.37632680170.37921950190.3836062921

    0.36107849020.37519065020.37810078990.3825145706

    0.35982432830.37401869630.37694656710.3813878154

    0.35853375190.37281134340.37575720670.3802263547

    0.35720733210.37156900570.3745330920.3790305261

    0.35584565250.3702921080.37327461650.3778006765

    0.35444930920.36898108540.37198218350.3765371618

    0.35301890960.36763638320.37065620590.3752403469

    0.35155507230.36625845640.36929710620.3739106053

    0.35005842640.36484776960.36790531590.3725483193

    0.34852961110.36340479670.36648127550.3711538793

    0.3469692750.36193002020.36502543410.3697276841

    0.34537807570.36042393180.36353824940.3682701403

    0.3437566790.3588870310.36202018710.3667816624

    0.34210575870.35731982570.36047172080.3652626726

    0.34042599570.35572283150.35889333210.3637136003

    0.33871807770.35409657130.35728550940.3621348824

    0.33698269850.35244157520.35564874890.3605269624

    0.33522055760.35075838020.3539835530.358890291

    0.33343235950.34904752970.35229043130.3572253252

    0.33161881320.34730957330.35056989930.3555325285

    0.32978063160.34554506650.34882247860.3538123705

    0.32791853130.34375457020.34704869660.3520653267

    0.32603323150.34193865080.34524908630.3502918786

    0.32412545390.34009787920.34342418580.3484925127

    0.3221959220.33823283130.3415745380.3466677213

    0.32024536070.3363440870.33970069060.3448180014

    0.31827449580.33443223020.33780319570.342943855

    0.31628405320.33249784830.33588260910.3410457886

    0.31427475870.33054153230.33393949090.3391243132

    0.31224733750.32856387580.33197440430.3371799438

    0.31020251370.32656547530.3299879160.3352131995

    0.30814100970.32454692960.32798059540.3332246029

    0.30606354580.32250883930.32595301460.3312146802

    0.303970840.32045180690.32390574830.3291839607

    0.30186360710.31837643640.32183937290.327132977

    0.29974255860.31628333260.3197544670.3250622641

    0.29760840230.31417310120.31765161050.3229723596

    0.29546184160.31204634840.31553138450.3208638038

    0.29330357560.30990368060.31339437140.3187371385

    0.29113429810.30774570380.31124115380.3165929077

    0.28895469780.3055730240.30907231530.314431657

    0.28676545760.3033862460.30688843930.3122539333

    0.28456725420.30118597410.30469010910.3100602848

    0.28236075810.29897281070.30247790790.3078512604

    0.28014663320.29674735730.3002524180.30562741

    0.2779255360.2945102130.29801422090.3033892837

    0.2756981160.2922619750.29576389710.3011374321

    0.27346501510.29000323820.29350202560.2988724058

    0.27122686710.28773459470.29122918370.296594755

    0.26898429780.28545663370.2889459470.2943050298

    0.26673792480.28316994130.28665288880.2920037795

    0.26448835680.28087510030.28435058010.2896915527

    0.26223619380.27857268960.28203958940.287368897

    0.25998202690.27626328450.27972048240.2850363585

    0.25772643780.27394745590.27739382150.282694482

    0.25546999880.27162577050.27506016610.2803438108

    0.25321327270.26929879060.27272007210.2779848861

    0.25095681250.26696707360.27037409150.2756182471

    0.24870116150.26463117180.26802277270.2732444309

    0.24644685270.26229163250.26566665980.2708639718

    0.24419440910.25994899760.26330629260.2684774018

    0.24194434360.25760380340.26094220660.2660852499

    0.23969715850.25525658050.25857493240.2636880421

    0.23745334580.25290785350.25620499590.2612863012

    0.23521338710.25055814110.25383291780.2588805467

    0.23297775310.24820795560.25145921390.2564712944

    0.23074690420.24585780290.24908439420.2540590565

    0.22852129010.24350818250.24670896360.2516443411

    0.22630134950.24115958690.2443334210.2492276525

    0.22408751070.2388125020.24195825950.2468094906

    0.22188019110.23646740680.23958396650.2443903509

    0.21967979730.23412477290.23721102270.2419707245

    0.21748672530.23178506490.23483990320.2395510977

    0.21530136030.22944874020.23247107620.237131952

    0.21312407660.22711624850.23010500360.2347137639

    0.21095523810.2247880320.22774214070.2322970047

    0.20879519790.22246452550.2253829360.2298821407

    0.20664429850.22014615590.2230278310.2274696324

    0.20450287190.21783334240.22067726040.2250599353

    0.20237123940.21552649620.21833165190.2226534987

    0.20024971210.21322602070.21599142590.2202507667

    0.19813859080.21093231130.21365699570.217852177

    0.19603816570.20864575530.21132876710.2154581618

    0.1939487170.20636673190.20900713870.2130691468

    0.19187051490.2040956120.20669250170.2106855517

    0.18980381940.20183275870.20438523940.20830779

    0.18774888060.19957852660.20208572790.2059362687

    0.18570593890.1973332620.19979433550.2035713883

    0.1836752250.19509730310.19751142290.2012135427

    0.18165695990.19287097970.19523734290.1988631194

    0.17965135530.19065461330.19297244080.1965204988

    0.17765861350.18844851720.19071705380.194186055

    0.17567892740.18625299640.18847151140.1918601547

    0.17371248120.18406834740.18623613540.1895431581

    0.17175944980.18189485850.18401123940.1872354182

    0.16981999960.17973280980.18179712940.184937281

    0.1678942880.17758247320.17959410340.1826490854

    0.16598246410.17544411210.17740245150.1803711632

    0.16408466860.17331798180.17522245570.1781038391

    0.16220103380.17120432960.17305439050.1758474303

    0.16033168410.16910339450.17089852220.173602247

    0.15847673570.16701540730.16875510920.171368592

    0.15663629730.16494059090.16662440230.1691467609

    0.15481046980.16287916010.16450664420.1669370417

    0.15299934660.16083132190.162402070.1647397154

    0.15120301370.15879727520.16031090670.1625550552

    0.14942155010.15677721110.15823337380.1603833273

    0.14765502750.1547713130.15616968310.1582247904

    0.14590351110.15277975650.15412003850.1560796956

    0.14416705890.15080270970.15208463640.1539482868

    0.14244572280.14884033280.15006366570.1518308004

    0.14073954790.14689277890.14805730760.1497274656

    0.13904857320.14496019350.14606573570.1476385041

    0.13737283180.14304271460.14408911660.14556413

    0.13571235030.14114047320.14212760910.1435045505

    0.13406715010.13925359310.14018136480.1414599652

    0.13243724660.13738219080.13825052830.1394305664

    0.13082264980.13552637590.13633523660.1374165393

    0.12922336430.13368625130.13443561990.1354180616

    0.12763938950.13186191290.13255180140.1334353039

    0.12607071980.13005344990.13068389710.1314684299

    0.12451734460.12826094490.12883201620.1295175957

    0.12297924880.1264844740.12699626140.1275829506

    0.12145641230.12472410690.12517672820.1256646368

    0.11994881070.12297990690.12337350580.1237627895

    0.11845641540.12125193130.12158667670.121877537

    0.11697919330.1195402310.11981631710.1200090007

    0.11551710760.11784485120.11806249670.1181572951

    0.11407011710.11616583110.11632527890.1163225279

    0.11263817740.1145032040.11460472110.1145048003

    0.11122123980.11285699760.11290087430.1127042066

    0.10981925260.11122723410.1112137840.1109208347

    0.10843216050.10961393030.10954348920.1091547659

    0.10705990470.10801709740.10789002360.1074060751

    0.10570242350.10643674170.1062534150.1056748308

    0.10435965220.10487286410.10463368560.1039610953

    0.1030315230.10332546060.10303085210.1022649246

    0.10171796540.10179452240.10144492590.1005863684

    0.10041890610.10028003580.0998759130.0989254707

    0.09913426950.09878198240.09832381430.0972822693

    0.09786397720.09730033930.09678862560.0956567962

    0.09660794870.09583507910.09527033760.0940490774

    0.09536610110.09438617020.09376893640.0924591334

    0.09413834950.09295357660.0922844030.090886979

    0.09292460680.09153725830.09081671410.0893326235

    0.0917247840.09013717110.08936584160.0877960706

    0.09053879030.08875326720.0879317530.0862773188

    0.08936653320.08738549490.08651441140.0847763613

    0.08820791840.08603379860.08511377590.0832931861

    0.08706285020.08469811940.08372980110.081827776

    0.08593123120.08337839480.0823624380.0803801091

    0.08481296290.08207455910.08101163340.0789501583

    0.08370794530.08078654310.07967733030.077537892

    0.08261607710.07951427460.07835946810.0761432737

    0.08153725610.07825767840.07705798240.0747662624

    0.08047137890.07701667620.07577280570.0734068126

    0.07941834110.0757911870.07450386660.0720648743

    0.07837803750.0745811270.07325109080.0707403935

    0.07735036180.07338640970.07201440060.0694333115

    0.07633520710.07220694620.07079371530.0681435661

    0.0753324660.07104264510.06958895110.0668710906

    0.074342030.06989341250.06840002150.0656158148

    0.07336379050.06875915250.0672268370.0643776643

    0.0723976380.06763976680.06606930540.0631565614

    0.07144346280.06653515520.06492733220.0619524246

    0.07050115470.06544521540.06380082010.060765169

    0.06957060320.06436984320.06268966960.0595947061

    0.06865169760.06330893290.06159377860.0584409443

    0.06774432670.06226237660.06051304310.0573037889

    0.06684837940.06123006510.05944735680.0561831419

    0.06596374440.06021188750.05839661140.0550789024

    0.06509031030.05920773160.05736069660.0539909665

    0.06422796570.05821748370.05633950040.0529192277

    0.06337659910.05724102880.0553329090.0518635767

    0.06253609920.05627825060.05434080660.0508239015

    0.06170635470.05532903180.05336307630.0498000877

    0.06088725460.05439325390.05239959930.0487920186

    0.06007868780.05347079760.05145025550.0477995749

    0.05928054370.05256154240.05051492350.0468226353

    0.05849271180.0516653670.04959348060.0458610763

    0.05771508190.05078214960.04868580280.0449147723

    0.05694754420.04991176720.04779176510.043983596

    0.0561899890.04905409660.04691124150.0430674179

    0.05544230740.04820901370.04604410480.042166107

    0.05470439050.0473763940.04519022720.0412795304

    0.05397613020.04655611250.04434947990.0404075539

    0.05325741850.04574804380.04352173330.0395500416

    0.05254814810.04495206220.04270685730.0387068561

    0.05184821230.04416804150.04190472110.037877859

    0.05115750470.04339585570.04111519320.0370629102

    0.05047591970.04263537810.04033814180.0362618689

    0.04980335210.04188648220.03957343470.0354745928

    0.04913969750.04114904130.03882093910.034700939

    0.04848485180.04042292880.03808052210.0339407632

    0.04783871190.0397080180.03735205050.0331939206

    0.04720117510.03900418220.03663539090.0324602656

    0.04657213960.0383112950.03593040990.0317396518

    0.0459515040.03762923010.03523697370.0310319322

    0.04533916780.03695786130.03455494880.0303369592

    0.04473503120.03629706270.03388420150.0296545848

    0.04413899520.03564670880.03322459840.0289846606

    0.04355096130.03500667430.0325760060.0283270377

    0.04297083210.03437683420.03193829110.0276815671

    0.04239851050.03375706410.03131132070.0270480995

    0.04183390070.03314723980.03069496210.0264264855

    0.04127690720.03254723770.03008908270.0258165755

    0.04072743570.03195693470.02949355060.0252182199

    0.04018539250.03137620830.0289082340.0246312693

    0.03965068460.03080493630.02833300150.0240555742

    0.039123220.03024299730.02776772250.0234909854

    0.03860290740.02969027060.02721226670.0229373537

    0.03808965650.0291466360.02666650410.0223945303

    0.03758337760.02861197390.02613030570.0218623668

    0.0370839820.02808616550.02560354290.0213407149

    0.03659138160.02756909280.02508608760.020829427

    0.03610548960.02706063840.02457781270.0203283557

    0.03562621940.02656068570.02407859150.0198373544

    0.03515348590.0260691190.02358829820.0193562767

    0.03468720440.02558582330.02310680770.0188849771

    0.03422729110.02511068430.02263399570.0184233106

    0.03377366330.02464358880.02216973860.017971133

    0.03332623890.02418442440.02171391370.0175283005

    0.03288493670.02373307940.02126639930.0170946705

    0.03244967640.0232894430.02082707430.0166701008

    0.03202037850.02285340570.02039581870.0162544505

    0.03159696440.02242485830.01997251340.015847579

    0.03117935630.02200369310.01955704010.0154493471

    0.03076747720.0215898030.01914928160.0150596163

    0.03036125110.0211830820.01874912150.0146782491

    0.02996060260.02078342480.01835644450.014305109

    0.02956545730.02039072760.01797113640.0139400605

    0.02917574170.0200048870.01759308380.0135829692

    0.02879138290.01962580090.01722217440.0132337018

    0.0284123090.01925336830.0168582970.0128921261

    0.0280384490.01888748890.01650134150.0125581109

    0.02766973230.01852806360.01615119860.0122315264

    0.02730608970.01817499420.01580776040.0119122436

    0.02694745240.01782818370.01547091970.0116001351

    0.02659375260.0174875360.01514057090.0112950745

    0.02624492310.01715295590.0148166090.0109969366

    0.02590089780.01682434950.01449893030.0107055976

    0.0255616110.01650162380.01418743240.0104209348

    0.02522699820.01618468680.01388201360.0101428269

    0.02489699540.01587344750.01358257370.0098711538

    0.02457153960.01556781610.01328901340.0096057968

    0.02425056820.01526770370.01300123460.0093466384

    0.02393401980.01497302250.01271914040.0090935625

    0.02362183350.01468368560.01244263490.0088464544

    0.02331394920.01439960740.01217162330.0086052006

    0.02301030770.0141207030.01190601220.0083696892

    0.02271085020.01384688880.0116457090.0081398092

    0.0224155190.01357808220.01139062250.0079154516

    0.0221242570.01331420150.01114066250.0076965082

    0.02183700770.0130551660.010895740.0074828725

    0.02155371540.01280089620.0106557670.0072744394

    0.02127432530.01255131360.01042065670.0070711049

    0.0209987830.01230634040.01019032360.0068727667

    0.0207270350.01206590030.00996468310.0066793237

    0.02045902850.01182991760.00974365180.0064906764

    0.02019471110.01159831770.00952714740.0063067264

    0.01993403160.01137102710.00931508870.0061273769

    0.01967693890.01114797330.00910739570.0059525324

    0.0194233830.01092908460.00890398940.0057820989

    0.01917331430.01071429050.0087047920.0056159836

    0.01892668410.01050352120.00850972680.0054540952

    0.0186834440.01029670810.00831871790.0052963439

    0.01844354660.01009378360.00813169090.0051426409

    0.0182069450.00989468070.00794857230.0049928992

    0.01797359270.00969933370.00776928950.0048470329

    0.01774344420.00950767780.00759377130.0047049575

    0.01751645440.00931964880.00742194720.00456659

    0.01729257880.00913518390.00725374810.0044318484

    t(5)

    t(15)

    t(25)

    z

    Sheet1

    t(5)t(15)t(25)z

    -30.01729257880.00913518390.00725374810.0044318484

    -2.990.01751645440.00931964880.00742194720.00456659

    -2.980.01774344420.00950767780.00759377130.0047049575

    -2.970.01797359270.00969933370.00776928950.0048470329

    -2.960.0182069450.00989468070.00794857230.0049928992

    -2.950.01844354660.01009378360.00813169090.0051426409

    -2.940.0186834440.01029670810.00831871790.0052963439

    -2.930.01892668410.01050352120.00850972680.0054540952

    -2.920.01917331430.01071429050.0087047920.0056159836

    -2.910.0194233830.01092908460.00890398940.0057820989

    -2.90.01967693890.01114797330.00910739570.0059525324

    -2.890.01993403160.01137102710.00931508870.0061273769

    -2.880.02019471110.01159831770.00952714740.0063067264

    -2.870.02045902850.01182991760.00974365180.0064906764

    -2.860.0207270350.01206590030.00996468310.0066793237

    -2.850.0209987830.01230634040.01019032360.0068727667

    -2.840.02127432530.01255131360.01042065670.0070711049

    -2.830.02155371540.01280089620.0106557670.0072744394

    -2.820.02183700770.0130551660.010895740.0074828725

    -2.810.0221242570.01331420150.01114066250.0076965082

    -2.80.0224155190.01357808220.01139062250.0079154516

    -2.790.02271085020.01384688880.0116457090.0081398092

    -2.780.02301030770.0141207030.01190601220.0083696892

    -2.770.02331394920.01439960740.01217162330.0086052006

    -2.760.02362183350.01468368560.01244263490.0088464544

    -2.750.02393401980.01497302250.01271914040.0090935625

    -2.740.02425056820.01526770370.01300123460.0093466384

    -2.730.02457153960.01556781610.01328901340.0096057968

    -2.720.02489699540.01587344750.01358257370.0098711538

    -2.710.02522699820.01618468680.01388201360.0101428269

    -2.70.0255616110.01650162380.01418743240.0104209348

    -2.690.02590089780.01682434950.01449893030.0107055976

    -2.680.02624492310.01715295590.0148166090.0109969366

    -2.670.02659375260.0174875360.01514057090.0112950745

    -2.660.02694745240.01782818370.01547091970.0116001351

    -2.650.02730608970.01817499420.01580776040.0119122436

    -2.640.02766973230.01852806360.01615119860.0122315264

    -2.630.0280384490.01888748890.01650134150.0125581109

    -2.620.0284123090.01925336830.0168582970.0128921261

    -2.610.02879138290.01962580090.01722217440.0132337018

    -2.60.02917574170.0200048870.01759308380.0135829692

    -2.590.02956545730.02039072760.01797113640.0139400605

    -2.580.02996060260.02078342480.01835644450.014305109

    -2.570.03036125110.0211830820.01874912150.0146782491

    -2.560.03076747720.0215898030.01914928160.0150596163

    -2.550.03117935630.02200369310.01955704010.0154493471

    -2.540.03159696440.02242485830.01997251340.015847579

    -2.530.03202037850.02285340570.02039581870.0162544505

    -2.520.03244967640.0232894430.02082707430.0166701008

    -2.510.03288493670.02373307940.02126639930.0170946705

    -2.50.03332623890.02418442440.02171391370.0175283005

    -2.490.03377366330.02464358880.02216973860.017971133

    -2.480.03422729110.02511068430.02263399570.0184233106

    -2.470.03468720440.02558582330.02310680770.0188849771

    -2.460.03515348590.0260691190.02358829820.0193562767

    -2.450.03562621940.02656068570.02407859150.0198373544

    -2.440.03610548960.02706063840.02457781270.0203283557

    -2.430.03659138160.02756909280.02508608760.020829427

    -2.420.0370839820.02808616550.02560354290.0213407149

    -2.410.03758337760.02861197390.02613030570.0218623668

    -2.40.03808965650.0291466360.02666650410.0223945303

    -2.390.03860290740.02969027060.02721226670.0229373537

    -2.380.039123220.03024299730.02776772250.0234909854

    -2.370.03965068460.03080493630.02833300150.0240555742

    -2.360.04018539250.03137620830.0289082340.0246312693

    -2.350.04072743570.03195693470.02949355060.0252182199

    -2.340.04127690720.03254723770.03008908270.0258165755

    -2.330.04183390070.03314723980.03069496210.0264264855

    -2.320.04239851050.03375706410.03131132070.0270480995

    -2.310.04297083210.03437683420.03193829110.0276815671

    -2.30.04355096130.03500667430.0325760060.0283270377

    -2.290.04413899520.03564670880.03322459840.0289846606

    -2.280.04473503120.03629706270.03388420150.0296545848

    -2.270.04533916780.03695786130.03455494880.0303369592

    -2.260.0459515040.03762923010.03523697370.0310319322

    -2.250.04657213960.0383112950.03593040990.0317396518

    -2.240.04720117510.03900418220.03663539090.0324602656

    -2.230.04783871190.0397080180.03735205050.0331939206

    -2.220.04848485180.04042292880.03808052210.0339407632

    -2.210.04913969750.04114904130.03882093910.034700939

    -2.20.04980335210.04188648220.03957343470.0354745928

    -2.190.05047591970.04263537810.04033814180.0362618689

    -2.180.05115750470.04339585570.04111519320.0370629102

    -2.170.05184821230.04416804150.04190472110.037877859

    -2.160.05254814810.04495206220.04270685730.0387068561

    -2.150.05325741850.04574804380.04352173330.0395500416

    -2.140.05397613020.04655611250.04434947990.0404075539

    -2.130.05470439050.0473763940.04519022720.0412795304

    -2.120.05544230740.04820901370.04604410480.042166107

    -2.110.0561899890.04905409660.04691124150.0430674179

    -2.10.05694754420.04991176720.04779176510.043983596

    -2.090.05771508190.05078214960.04868580280.0449147723

    -2.080.05849271180.0516653670.04959348060.0458610763

    -2.070.05928054370.05256154240.05051492350.0468226353

    -2.060.06007868780.05347079760.05145025550.0477995749

    -2.050.06088725460.05439325390.05239959930.0487920186

    -2.040.06170635470.05532903180.05336307630.0498000877

    -2.030.06253609920.05627825060.05434080660.0508239015

    -2.020.06337659910.05724102880.0553329090.0518635767

    -2.010.06422796570.05821748370.05633950040.0529192277

    -20.06509031030.05920773160.05736069660.0539909665

    -1.990.06596374440.06021188750.05839661140.0550789024

    -1.980.06684837940.06123006510.05944735680.0561831419

    -1.970.06774432670.06226237660.06051304310.0573037889

    -1.960.06865169760.06330893290.06159377860.0584409443

    -1.950.06957060320.06436984320.06268966960.0595947061

    -1.940.07050115470.06544521540.06380082010.060765169

    -1.930.07144346280.06653515520.06492733220.0619524246

    -1.920.0723976380.06763976680.06606930540.0631565614

    -1.910.07336379050.06875915250.0672268370.0643776643

    -1.90.074342030.06989341250.06840002150.0656158148

    -1.890.0753324660.07104264510.06958895110.0668710906

    -1.880.07633520710.07220694620.07079371530.0681435661

    -1.870.07735036180.07338640970.07201440060.0694333115

    -1.860.07837803750.0745811270.07325109080.0707403935

    -1.850.07941834110.0757911870.07450386660.0720648743

    -1.840.08047137890.07701667620.07577280570.0734068126

    -1.830.08153725610.07825767840.07705798240.0747662624

    -1.820.08261607710.07951427460.07835946810.0761432737

    -1.810.08370794530.08078654310.07967733030.077537892

    -1.80.08481296290.08207455910.08101163340.0789501583

    -1.790.08593123120.08337839480.0823624380.0803801091

    -1.780.08706285020.08469811940.08372980110.081827776

    -1.770.08820791840.08603379860.08511377590.0832931861

    -1.760.08936653320.08738549490.08651441140.0847763613

    -1.750.09053879030.08875326720.0879317530.0862773188

    -1.740.0917247840.09013717110.08936584160.0877960706

    -1.730.09292460680.09153725830.09081671410.0893326235

    -1.720.09413834950.09295357660.0922844030.090886979

    -1.710.09536610110.09438617020.09376893640.0924591334

    -1.70.09660794870.09583507910.09527033760.0940490774

    -1.690.09786397720.09730033930.09678862560.0956567962

    -1.680.09913426950.09878198240.09832381430.0972822693

    -1.670.10041890610.10028003580.0998759130.0989254707

    -1.660.10171796540.10179452240.10144492590.1005863684

    -1.650.1030315230.10332546060.10303085210.1022649246

    -1.640.10435965220.10487286410.10463368560.1039610953

    -1.630.10570242350.10643674170.1062534150.1056748308

    -1.620.10705990470.10801709740.10789002360.1074060751

    -1.610.10843216050.10961393030.10954348920.1091547659

    -1.60.10981925260.11122723410.1112137840.1109208347

    -1.590.11122123980.11285699760.11290087430.1127042066

    -1.580.11263817740.1145032040.11460472110.1145048003

    -1.570.11407011710.11616583110.11632527890.1163225279

    -1.560.11551710760.11784485120.11806249670.1181572951

    -1.550.11697919330.1195402310.11981631710.1200090007

    -1.540.11845641540.12125193130.12158667670.121877537

    -1.530.11994881070.12297990690.12337350580.1237627895

    -1.520.12145641230.12472410690.12517672820.1256646368

    -1.510.12297924880.1264844740.12699626140.1275829506

    -1.50.12451734460.12826094490.12883201620.1295175957

    -1.490.12607071980.13005344990.13068389710.1314684299

    -1.480.12763938950.13186191290.13255180140.1334353039

    -1.470.12922336430.13368625130.13443561990.1354180616

    -1.460.13082264980.13552637590.13633523660.1374165393

    -1.450.13243724660.13738219080.13825052830.1394305664

    -1.440.13406715010.13925359310.14018136480.1414599652

    -1.430.13571235030.14114047320.14212760910.1435045505

    -1.420.13737283180.14304271460.14408911660.14556413

    -1.410.13904857320.14496019350.14606573570.1476385041

    -1.40.14073954790.14689277890.14805730760.1497274656

    -1.390.14244572280.14884033280.15006366570.1518308004

    -1.380.14416705890.15080270970.15208463640.1539482868

    -1.370.14590351110.15277975650.15412003850.1560796956

    -1.360.14765502750.1547713130.15616968310.1582247904

    -1.350.14942155010.15677721110.15823337380.1603833273

    -1.340.15120301370.15879727520.16031090670.1625550552

    -1.330.15299934660.16083132190.162402070.1647397154

    -1.320.15481046980.16287916010.16450664420.1669370417

    -1.310.15663629730.16494059090.16662440230.1691467609

    -1.30.15847673570.16701540730.16875510920.171368592

    -1.290.16033168410.16910339450.17089852220.173602247

    -1.280.16220103380.17120432960.17305439050.1758474303

    -1.270.16408466860.17331798180.17522245570.1781038391

    -1.260.16598246410.17544411210.17740245150.1803711632

    -1.250.1678942880.17758247320.17959410340.1826490854

    -1.240.16981999960.17973280980.18179712940.184937281

    -1.230.17175944980.18189485850.18401123940.1872354182

    -1.220.17371248120.18406834740.18623613540.1895431581

    -1.210.17567892740.18625299640.18847151140.1918601547

    -1.20.17765861350.18844851720.19071705380.194186055

    -1.190.17965135530.19065461330.19297244080.1965204988

    -1.180.18165695990.19287097970.19523734290.1988631194

    -1.170.1836752250.19509730310.19751142290.2012135427

    -1.160.18570593890.1973332620.19979433550.2035713883

    -1.150.18774888060.19957852660.20208572790.2059362687

    -1.140.18980381940.20183275870.20438523940.20830779

    -1.130.19187051490.2040956120.20669250170.2106855517

    -1.120.1939487170.20636673190.20900713870.2130691468

    -1.110.19603816570.20864575530.21132876710.2154581618

    -1.10.19813859080.21093231130.21365699570.217852177

    -1.090.20024971210.21322602070.21599142590.2202507667

    -1.080.20237123940.21552649620.21833165190.2226534987

    -1.070.20450287190.21783334240.22067726040.2250599353

    -1.060.20664429850.22014615590.2230278310.2274696324

    -1.050.20879519790.22246452550.2253829360.2298821407

    -1.040.21095523810.2247880320.22774214070.2322970047

    -1.030.21312407660.22711624850.23010500360.2347137639

    -1.020.21530136030.22944874020.23247107620.237131952

    -1.010.21748672530.23178506490.23483990320.2395510977

    -10.21967979730.23412477290.23721102270.2419707245

    -0.990.22188019110.23646740680.23958396650.2443903509

    -0.980.22408751070.2388125020.24195825950.2468094906

    -0.970.22630134950.24115958690.2443334210.2492276525

    -0.960.22852129010.24350818250.24670896360.2516443411

    -0.950.23074690420.24585780290.24908439420.2540590565

    -0.940.23297775310.24820795560.25145921390.2564712944

    -0.930.23521338710.25055814110.25383291780.2588805467

    -0.920.23745334580.25290785350.25620499590.2612863012

    -0.910.23969715850.25525658050.25857493240.2636880421

    -0.90.24194434360.25760380340.26094220660.2660852499

    -0.890.24419440910.25994899760.26330629260.2684774018

    -0.880.24644685270.26229163250.26566665980.2708639718

    -0.870.24870116150.26463117180.26802277270.2732444309

    -0.860.25095681250.26696707360.27037409150.2756182471

    -0.850.25321327270.26929879060.27272007210.2779848861

    -0.840.25546999880.27162577050.27506016610.2803438108

    -0.830.25772643780.27394745590.27739382150.282694482

    -0.820.25998202690.27626328450.27972048240.2850363585

    -0.810.26223619380.27857268960.28203958940.287368897

    -0.80.26448835680.28087510030.28435058010.2896915527

    -0.790.26673792480.28316994130.28665288880.2920037795

    -0.780.26898429780.28545663370.2889459470.2943050298

    -0.770.27122686710.28773459470.29122918370.296594755

    -0.760.27346501510.29000323820.29350202560.2988724058

    -0.750.2756981160.2922619750.29576389710.3011374321

    -0.740.2779255360.2945102130.29801422090.3033892837

    -0.730.28014663320.29674735730.3002524180.30562741

    -0.720.28236075810.29897281070.30247790790.3078512604

    -0.710.28456725420.30118597410.30469010910.3100602848

    -0.70.28676545760.3033862460.30688843930.3122539333

    -0.690.28895469780.3055730240.30907231530.314431657

    -0.680.29113429810.30774570380.31124115380.3165929077

    -0.670.29330357560.30990368060.31339437140.3187371385

    -0.660.29546184160.31204634840.31553138450.3208638038

    -0.650.29760840230.31417310120.31765161050.3229723596

    -0.640.29974255860.31628333260.3197544670.3250622641

    -0.630.30186360710.31837643640.32183937290.327132977

    -0.620.303970840.32045180690.32390574830.3291839607

    -0.610.30606354580.32250883930.32595301460.3312146802

    -0.60.30814100970.32454692960.32798059540.3332246029

    -0.590.31020251370.32656547530.3299879160.3352131995

    -0.580.31224733750.32856387580.33197440430.3371799438

    -0.570.31427475870.33054153230.33393949090.3391243132

    -0.560.31628405320.33249784830.33588260910.3410457886

    -0.550.31827449580.33443223020.33780319570.342943855

    -0.540.32024536070.3363440870.33970069060.3448180014

    -0.530.3221959220.33823283130.3415745380.3466677213

    -0.520.32412545390.34009787920.34342418580.3484925127

    -0.510.32603323150.34193865080.34524908630.3502918786

    -0.50.32791853130.34375457020.34704869660.3520653267

    -0.490.32978063160.34554506650.34882247860.3538123705

    -0.480.33161881320.34730957330.35056989930.3555325285

    -0.470.33343235950.34904752970.35229043130.3572253252

    -0.460.33522055760.35075838020.3539835530.358890291

    -0.450.33698269850.35244157520.35564874890.3605269624

    -0.440.33871807770.35409657130.35728550940.3621348824

    -0.430.34042599570.35572283150.35889333210.3637136003

    -0.420.34210575870.35731982570.36047172080.3652626726

    -0.410.3437566790.3588870310.36202018710.3667816624

    -0.40.34537807570.36042393180.36353824940.3682701403

    -0.390.3469692750.36193002020.36502543410.3697276841

    -0.380.34852961110.36340479670.36648127550.3711538793

    -0.370.35005842640.36484776960.36790531590.3725483193

    -0.360.35155507230.36625845640.36929710620.3739106053

    -0.350.35301890960.36763638320.37065620590.3752403469

    -0.340.35444930920.36898108540.37198218350.3765371618

    -0.330.35584565250.3702921080.37327461650.3778006765

    -0.320.35720733210.37156900570.3745330920.3790305261

    -0.310.35853375190.37281134340.37575720670.3802263547

    -0.30.35982432830.37401869630.37694656710.3813878154

    -0.290.36107849020.37519065020.37810078990.3825145706

    -0.280.36229567970.37632680170.37921950190.3836062921

    -0.270.36347535250.37742675870.38030234080.3846626613

    -0.260.36461697860.37849014040.38134895460.3856833692

    -0.250.36572004260.37951657760.38235900260.3866681168

    -0.240.36678404430.3805057130.38333215510.3876166151

    -0.230.3678084990.38145720140.38426809370.3885285853

    -0.220.3687929380.38237070980.38516651160.3894037588

    -0.210.36973690930.38324591790.38602711360.3902418775

    -0.20.37063997770.38408251810.38684961650.3910426939

    -0.190.37150172520.38488021560.38763374890.3918059712

    -0.180.37232175180.38563872870.38837925180.3925314831

    -0.170.37309967540.38635778930.38908587860.3932190146

    -0.160.37383513240.38703714260.38975339490.3938683615

    -0.150.37452777810.38767654720.39038157920.3944793309

    -0.140.37517728690.3882757760.39097022280.3950517408

    -0.130.37578335280.38883461540.39151912950.3955854208

    -0.120.37634568940.38935286630.39202811650.3960802118

    -0.110.37686403040.38983034350.3924970140.396535966

    -0.10.37733812990.39026687630.39292566520.3969525475

    -0.090.37776776260.39066230850.3933139270.3973298316

    -0.080.37815272380.39101649840.39366166940.3976677055

    -0.070.378492830.39132931880.39396877580.3979660681

    -0.060.37878791870.39160065770.39423514340.3982248302

    -0.050.37903784870.39183041740.39446068290.3984439141

    -0.040.37924250050.39201851540.39464531860.3986232542

    -0.030.3794017760.39216488410.39478898850.3987627967

    -0.020.37951559880.39226947080.39489164430.3988624999

    -0.010.37958391430.39233223790.39495325150.3989223338

    -00.37960668980.39235316280.39497378960.3989422804

    0.010.37958391430.39233223790.39495325150.3989223338

    0.020.37951559880.39226947080.39489164430.3988624999

    0.030.3794017760.39216488410.39478898850.3987627967

    0.040.37924250050.39201851540.39464531860.3986232542

    0.050.37903784870.39183041740.39446068290.3984439141

    0.060.37878791870.39160065770.39423514340.3982248302

    0.070.378492830.39132931880.39396877580.3979660681

    0.080.37815272380.39101649840.39366166940.3976677055

    0.090.37776776260.39066230850.3933139270.3973298316

    0.10.37733812990.39026687630.39292566520.3969525475

    0.110.37686403040.38983034350.3924970140.396535966

    0.120.37634568940.38935286630.39202811650.3960802118

    0.130.37578335280.38883461540.39151912950.3955854208

    0.140.37517728690.3882757760.39097022280.3950517408

    0.150.37452777810.38767654720.39038157920.3944793309

    0.160.37383513240.38703714260.38975339490.3938683615

    0.170.37309967540.38635778930.38908587860.3932190146

    0.180.37232175180.38563872870.38837925180.3925314831

    0.190.37150172520.38488021560.38763374890.3918059712

    0.20.37063997770.38408251810.38684961650.3910426939

    0.210.36973690930.38324591790.38602711360.3902418775

    0.220.3687929380.38237070980.38516651160.3894037588

    0.230.3678084990.38145720140.38426809370.3885285853

    0.240.36678404430.3805057130.38333215510.3876166151

    0.250.36572004260.37951657760.38235900260.3866681168

    0.260.36461697860.37849014040.38134895460.3856833692

    0.270.36347535250.37742675870.38030234080.3846626613

    0.280.36229567970.37632680170.37921950190.3836062921

    0.290.36107849020.37519065020.37810078990.3825145706

    0.30.35982432830.37401869630.37694656710.3813878154

    0.310.35853375190.37281134340.37575720670.3802263547

    0.320.35720733210.37156900570.3745330920.3790305261

    0.330.35584565250.3702921080.37327461650.3778006765

    0.340.35444930920.36898108540.37198218350.3765371618

    0.350.35301890960.36763638320.37065620590.3752403469

    0.360.35155507230.36625845640.36929710620.3739106053

    0.370.35005842640.36484776960.36790531590.3725483193

    0.380.34852961110.36340479670.36648127550.3711538793

    0.390.3469692750.36193002020.36502543410.3697276841

    0.40.34537807570.36042393180.36353824940.3682701403

    0.410.3437566790.3588870310.36202018710.3667816624

    0.420.34210575870.35731982570.36047172080.3652626726

    0.430.34042599570.35572283150.35889333210.3637136003

    0.440.33871807770.35409657130.35728550940.3621348824

    0.450.33698269850.35244157520.35564874890.3605269624

    0.460.33522055760.35075838020.3539835530.358890291

    0.470.33343235950.34904752970.35229043130.3572253252

    0.480.33161881320.34730957330.35056989930.3555325285

    0.490.32978063160.34554506650.34882247860.3538123705

    0.50.32791853130.34375457020.34704869660.3520653267

    0.510.32603323150.34193865080.34524908630.3502918786

    0.520.32412545390.34009787920.34342418580.3484925127

    0.530.3221959220.33823283130.3415745380.3466677213

    0.540.32024536070.3363440870.33970069060.3448180014

    0.550.31827449580.33443223020.33780319570.342943855

    0.560.31628405320.33249784830.33588260910.3410457886

    0.570.31427475870.33054153230.33393949090.3391243132

    0.580.31224733750.32856387580.33197440430.3371799438

    0.590.31020251370.32656547530.3299879160.3352131995

    0.60.30814100970.32454692960.32798059540.3332246029

    0.610.30606354580.32250883930.32595301460.3312146802

    0.620.303970840.32045180690.32390574830.3291839607

    0.630.30186360710.31837643640.32183937290.327132977

    0.640.29974255860.31628333260.3197544670.3250622641

    0.650.29760840230.31417310120.31765161050.3229723596

    0.660.29546184160.31204634840.31553138450.3208638038

    0.670.29330357560.30990368060.31339437140.3187371385

    0.680.29113429810.30774570380.31124115380.3165929077

    0.690.28895469780.3055730240.30907231530.314431657

    0.70.28676545760.3033862460.30688843930.3122539333

    0.710.28456725420.30118597410.30469010910.3100602848

    0.720.28236075810.29897281070.30247790790.3078512604

    0.730.28014663320.29674735730.3002524180.30562741

    0.740.2779255360.2945102130.29801422090.3033892837

    0.750.2756981160.2922619750.29576389710.3011374321

    0.760.27346501510.29000323820.29350202560.2988724058

    0.770.27122686710.28773459470.29122918370.296594755

    0.780.26898429780.28545663370.2889459470.2943050298

    0.790.26673792480.28316994130.28665288880.2920037795

    0.80.26448835680.28087510030.28435058010.2896915527

    0.810.26223619380.27857268960.28203958940.287368897

    0.820.25998202690.27626328450.27972048240.2850363585

    0.830.25772643780.27394745590.27739382150.282694482

    0.840.25546999880.27162577050.27506016610.2803438108

    0.850.25321327270.26929879060.27272007210.2779848861

    0.860.25095681250.26696707360.27037409150.2756182471

    0.870.24870116150.26463117180.26802277270.2732444309

    0.880.24644685270.26229163250.26566665980.2708639718

    0.890.24419440910.25994899760.26330629260.2684774018

    0.90.24194434360.25760380340.26094220660.2660852499

    0.910.23969715850.25525658050.25857493240.2636880421

    0.920.23745334580.25290785350.25620499590.2612863012

    0.930.23521338710.25055814110.25383291780.2588805467

    0.940.23297775310.24820795560.25145921390.2564712944

    0.950.23074690420.24585780290.24908439420.2540590565

    0.960.22852129010.24350818250.24670896360.2516443411

    0.970.22630134950.24115958690.2443334210.2492276525

    0.980.22408751070.2388125020.24195825950.2468094906

    0.990.22188019110.23646740680.23958396650.2443903509

    10.21967979730.23412477290.23721102270.2419707245

    1.010.21748672530.23178506490.23483990320.2395510977

    1.020.21530136030.22944874020.23247107620.237131952

    1.030.21312407660.22711624850.23010500360.2347137639

    1.040.21095523810.2247880320.22774214070.2322970047

    1.050.20879519790.22246452550.2253829360.2298821407

    1.060.20664429850.22014615590.2230278310.2274696324

    1.070.20450287190.21783334240.22067726040.2250599353

    1.080.20237123940.21552649620.21833165190.2226534987

    1.090.20024971210.21322602070.21599142590.2202507667

    1.10.19813859080.21093231130.21365699570.217852177

    1.110.19603816570.20864575530.21132876710.2154581618

    1.120.1939487170.20636673190.20900713870.2130691468

    1.130.19187051490.2040956120.20669250170.2106855517

    1.140.18980381940.20183275870.20438523940.20830779

    1.150.18774888060.19957852660.20208572790.2059362687

    1.160.18570593890.1973332620.19979433550.2035713883

    1.170.1836752250.19509730310.19751142290.2012135427

    1.180.18165695990.19287097970.19523734290.1988631194

    1.190.17965135530.19065461330.19297244080.1965204988

    1.20.17765861350.18844851720.19071705380.194186055

    1.210.17567892740.18625299640.18847151140.1918601547

    1.220.17371248120.18406834740.18623613540.1895431581

    1.230.17175944980.18189485850.18401123940.1872354182

    1.240.16981999960.17973280980.18179712940.184937281

    1.250.1678942880.17758247320.17959410340.1826490854

    1.260.16598246410.17544411210.17740245150.1803711632

    1.270.16408466860.17331798180.17522245570.1781038391

    1.280.16220103380.17120432960.17305439050.1758474303

    1.290.16033168410.16910339450.17089852220.173602247

    1.30.15847673570.16701540730.16875510920.171368592

    1.310.15663629730.16494059090.16662440230.1691467609

    1.320.15481046980.16287916010.16450664420.1669370417

    1.330.15299934660.16083132190.162402070.1647397154

    1.340.15120301370.15879727520.16031090670.1625550552

    1.350.14942155010.15677721110.15823337380.1603833273

    1.360.14765502750.1547713130.15616968310.1582247904

    1.370.14590351110.15277975650.15412003850.1560796956

    1.380.14416705890.15080270970.15208463640.1539482868

    1.390.14244572280.14884033280.15006366570.1518308004

    1.40.14073954790.14689277890.14805730760.1497274656

    1.410.13904857320.14496019350.14606573570.1476385041

    1.420.13737283180.14304271460.14408911660.14556413

    1.430.13571235030.14114047320.14212760910.1435045505

    1.440.13406715010.13925359310.14018136480.1414599652

    1.450.13243724660.13738219080.13825052830.1394305664

    1.460.13082264980.13552637590.13633523660.1374165393

    1.470.12922336430.13368625130.13443561990.1354180616

    1.480.12763938950.13186191290.13255180140.1334353039

    1.490.12607071980.13005344990.13068389710.1314684299

    1.50.12451734460.12826094490.12883201620.1295175957

    1.510.12297924880.1264844740.12699626140.1275829506

    1.520.12145641230.12472410690.12517672820.1256646368

    1.530.11994881070.12297990690.12337350580.1237627895

    1.540.11845641540.12125193130.12158667670.121877537

    1.550.11697919330.1195402310.11981631710.1200090007

    1.560.11551710760.11784485120.11806249670.1181572951

    1.570.11407011710.11616583110.11632527890.1163225279

    1.580.11263817740.1145032040.11460472110.1145048003

    1.590.11122123980.11285699760.11290087430.1127042066

    1.60.10981925260.11122723410.1112137840.1109208347

    1.610.10843216050.10961393030.10954348920.1091547659

    1.620.10705990470.10801709740.10789002360.1074060751

    1.630.10570242350.10643674170.1062534150.1056748308

    1.640.10435965220.10487286410.10463368560.1039610953

    1.650.1030315230.10332546060.10303085210.1022649246

    1.660.10171796540.10179452240.10144492590.1005863684

    1.670.10041890610.10028003580.0998759130.0989254707

    1.680.09913426950.09878198240.09832381430.0972822693

    1.690.09786397720.09730033930.09678862560.0956567962

    1.70.09660794870.09583507910.09527033760.0940490774

    1.710.09536610110.09438617020.09376893640.0924591334

    1.720.09413834950.09295357660.0922844030.090886979

    1.730.09292460680.09153725830.09081671410.0893326235

    1.740.0917247840.09013717110.08936584160.0877960706

    1.750.09053879030.08875326720.0879317530.0862773188

    1.760.08936653320.08738549490.08651441140.0847763613

    1.770.08820791840.08603379860.08511377590.0832931861

    1.780.08706285020.08469811940.08372980110.081827776

    1.790.08593123120.08337839480.0823624380.0803801091

    1.80.08481296290.08207455910.08101163340.0789501583

    1.810.08370794530.08078654310.07967733030.077537892

    1.820.08261607710.07951427460.07835946810.0761432737

    1.830.08153725610.07825767840.07705798240.0747662624

    1.840.08047137890.07701667620.07577280570.0734068126

    1.850.07941834110.0757911870.07450386660.0720648743

    1.860.07837803750.0745811270.07325109080.0707403935

    1.870.07735036180.07338640970.07201440060.0694333115

    1.880.07633520710.07220694620.07079371530.0681435661

    1.890.0753324660.07104264510.06958895110.0668710906

    1.90.074342030.06989341250.06840002150.0656158148

    1.910.07336379050.06875915250.0672268370.0643776643

    1.920.0723976380.06763976680.06606930540.0631565614

    1.930.07144346280.06653515520.06492733220.0619524246

    1.940.07050115470.06544521540.06380082010.060765169

    1.950.06957060320.06436984320.06268966960.0595947061

    1.960.06865169760.06330893290.06159377860.0584409443

    1.970.06774432670.06226237660.06051304310.0573037889

    1.980.06684837940.06123006510.05944735680.0561831419

    1.990.06596374440.06021188750.05839661140.0550789024

    20.06509031030.05920773160.05736069660.0539909665

    2.010.06422796570.05821748370.05633950040.0529192277

    2.020.06337659910.05724102880.0553329090.0518635767

    2.030.06253609920.05627825060.05434080660.0508239015

    2.040.06170635470.05532903180.05336307630.0498000877

    2.050.06088725460.05439325390.05239959930.0487920186

    2.060.06007868780.05347079760.05145025550.0477995749

    2.070.05928054370.05256154240.05051492350.0468226353

    2.080.05849271180.0516653670.04959348060.0458610763

    2.090.05771508190.05078214960.04868580280.0449147723

    2.10.05694754420.04991176720.04779176510.043983596

    2.110.0561899890.04905409660.04691124150.0430674179

    2.120.05544230740.04820901370.04604410480.042166107

    2.130.05470439050.0473763940.04519022720.0412795304

    2.140.05397613020.04655611250.04434947990.0404075539

    2.150.05325741850.04574804380.04352173330.0395500416

    2.160.05254814810.04495206220.04270685730.0387068561

    2.170.05184821230.04416804150.04190472110.037877859

    2.180.05115750470.04339585570.04111519320.0370629102

    2.190.05047591970.04263537810.04033814180.0362618689

    2.20.04980335210.04188648220.03957343470.0354745928

    2.210.04913969750.04114904130.03882093910.034700939

    2.220.04848485180.04042292880.03808052210.0339407632

    2.230.04783871190.0397080180.03735205050.0331939206

    2.240.04720117510.03900418220.03663539090.0324602656

    2.250.04657213960.0383112950.03593040990.0317396518

    2.260.0459515040.03762923010.03523697370.0310319322

    2.270.04533916780.03695786130.03455494880.0303369592

    2.280.04473503120.03629706270.03388420150.0296545848

    2.290.04413899520.03564670880.03322459840.0289846606

    2.30.04355096130.03500667430.0325760060.0283270377

    2.310.04297083210.03437683420.03193829110.0276815671

    2.320.04239851050.03375706410.03131132070.0270480995

    2.330.04183390070.03314723980.03069496210.0264264855

    2.340.04127690720.03254723770.03008908270.0258165755

    2.350.04072743570.03195693470.02949355060.0252182199

    2.360.04018539250.03137620830.0289082340.0246312693

    2.370.03965068460.03080493630.02833300150.0240555742

    2.380.039123220.03024299730.02776772250.0234909854

    2.390.03860290740.02969027060.02721226670.0229373537

    2.40.03808965650.0291466360.02666650410.0223945303

    2.410.03758337760.02861197390.02613030570.0218623668

    2.420.0370839820.02808616550.02560354290.0213407149

    2.430.03659138160.02756909280.02508608760.020829427

    2.440.03610548960.02706063840.02457781270.0203283557

    2.450.03562621940.02656068570.02407859150.0198373544

    2.460.03515348590.0260691190.02358829820.0193562767

    2.470.03468720440.02558582330.02310680770.0188849771

    2.480.03422729110.02511068430.02263399570.0184233106

    2.490.03377366330.02464358880.02216973860.017971133

    2.50.03332623890.02418442440.02171391370.0175283005

    2.510.03288493670.02373307940.02126639930.0170946705

    2.520.03244967640.0232894430.02082707430.0166701008

    2.530.03202037850.02285340570.02039581870.0162544505

    2.540.03159696440.02242485830.01997251340.015847579

    2.550.03117935630.02200369310.01955704010.0154493471

    2.560.03076747720.0215898030.01914928160.0150596163

    2.570.03036125110.0211830820.01874912150.0146782491

    2.580.02996060260.02078342480.01835644450.014305109

    2.590.02956545730.02039072760.01797113640.0139400605

    2.60.02917574170.0200048870.01759308380.0135829692

    2.610.02879138290.01962580090.01722217440.0132337018

    2.620.0284123090.01925336830.0168582970.0128921261

    2.630.0280384490.01888748890.01650134150.0125581109

    2.640.02766973230.01852806360.01615119860.0122315264

    2.650.02730608970.01817499420.01580776040.0119122436

    2.660.02694745240.01782818370.01547091970.0116001351

    2.670.02659375260.0174875360.01514057090.0112950745

    2.680.02624492310.01715295590.0148166090.0109969366

    2.690.02590089780.01682434950.01449893030.0107055976

    2.70.0255616110.01650162380.01418743240.0104209348

    2.710.02522699820.01618468680.01388201360.0101428269

    2.720.02489699540.01587344750.01358257370.0098711538

    2.730.02457153960.01556781610.01328901340.0096057968

    2.740.02425056820.01526770370.01300123460.0093466384

    2.750.02393401980.01497302250.01271914040.0090935625

    2.760.02362183350.01468368560.01244263490.0088464544

    2.770.02331394920.01439960740.01217162330.0086052006

    2.780.02301030770.0141207030.01190601220.0083696892

    2.790.02271085020.01384688880.0116457090.0081398092

    2.80.0224155190.01357808220.01139062250.0079154516

    2.810.0221242570.01331420150.01114066250.0076965082

    2.820.02183700770.0130551660.010895740.0074828725

    2.830.02155371540.01280089620.0106557670.0072744394

    2.840.02127432530.01255131360.01042065670.0070711049

    2.850.0209987830.01230634040.01019032360.0068727667

    2.860.0207270350.01206590030.00996468310.0066793237

    2.870.02045902850.01182991760.00974365180.0064906764

    2.880.02019471110.01159831770.00952714740.0063067264

    2.890.01993403160.01137102710.00931508870.0061273769

    2.90.01967693890.01114797330.00910739570.0059525324

    2.910.0194233830.01092908460.00890398940.0057820989

    2.920.01917331430.01071429050.0087047920.0056159836

    2.930.01892668410.01050352120.00850972680.0054540952

    2.940.0186834440.01029670810.00831871790.0052963439

    2.950.01844354660.01009378360.00813169090.0051426409

    2.960.0182069450.00989468070.00794857230.0049928992

    2.970.01797359270.00969933370.00776928950.0048470329

    2.980.01774344420.00950767780.00759377130.0047049575

    2.990.01751645440.00931964880.00742194720.00456659

    30.01729257880.00913518390.00725374810.0044318484

    Sheet2

    Sheet3

  • - .

    -

    , - , () [ /2 (/2) = (/2 1)!] , . - , 2 .

  • - e 4 10 = 4 = 10 : Cowles, M. (2001). Statistics in psychology An historical perspective Second Edition. New Yersey, MH: Lawrence Erlbaum associates Publishers.

  • O ...

    ...

  • ...

    ...