diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
index 7e398882..e18497ce 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["api","changelog","examples","generated/pingouin.ancova","generated/pingouin.anova","generated/pingouin.anova_power","generated/pingouin.bayesfactor_pearson","generated/pingouin.bayesfactor_ttest","generated/pingouin.bonf","generated/pingouin.circ_axial","generated/pingouin.circ_corrcc","generated/pingouin.circ_corrcl","generated/pingouin.circ_mean","generated/pingouin.circ_r","generated/pingouin.circ_rayleigh","generated/pingouin.compute_effsize","generated/pingouin.compute_effsize_from_t","generated/pingouin.compute_esci","generated/pingouin.convert_effsize","generated/pingouin.corr","generated/pingouin.datasets.list_dataset","generated/pingouin.datasets.read_dataset","generated/pingouin.epsilon","generated/pingouin.fdr","generated/pingouin.friedman","generated/pingouin.gzscore","generated/pingouin.holm","generated/pingouin.intraclass_corr","generated/pingouin.kruskal","generated/pingouin.mad","generated/pingouin.madmedianrule","generated/pingouin.mixed_anova","generated/pingouin.multicomp","generated/pingouin.mwu","generated/pingouin.pairwise_corr","generated/pingouin.pairwise_ttests","generated/pingouin.pairwise_tukey","generated/pingouin.print_table","generated/pingouin.rm_anova","generated/pingouin.rm_anova2","generated/pingouin.rm_corr","generated/pingouin.test_dist","generated/pingouin.test_homoscedasticity","generated/pingouin.test_normality","generated/pingouin.test_sphericity","generated/pingouin.ttest","generated/pingouin.ttest_power","generated/pingouin.wilcoxon","index"],envversion:53,filenames:["api.rst","changelog.rst","examples.rst","generated\\pingouin.ancova.rst","generated\\pingouin.anova.rst","generated\\pingouin.anova_power.rst","generated\\pingouin.bayesfactor_pearson.rst","generated\\pingouin.bayesfactor_ttest.rst","generated\\pingouin.bonf.rst","generated\\pingouin.circ_axial.rst","generated\\pingouin.circ_corrcc.rst","generated\\pingouin.circ_corrcl.rst","generated\\pingouin.circ_mean.rst","generated\\pingouin.circ_r.rst","generated\\pingouin.circ_rayleigh.rst","generated\\pingouin.compute_effsize.rst","generated\\pingouin.compute_effsize_from_t.rst","generated\\pingouin.compute_esci.rst","generated\\pingouin.convert_effsize.rst","generated\\pingouin.corr.rst","generated\\pingouin.datasets.list_dataset.rst","generated\\pingouin.datasets.read_dataset.rst","generated\\pingouin.epsilon.rst","generated\\pingouin.fdr.rst","generated\\pingouin.friedman.rst","generated\\pingouin.gzscore.rst","generated\\pingouin.holm.rst","generated\\pingouin.intraclass_corr.rst","generated\\pingouin.kruskal.rst","generated\\pingouin.mad.rst","generated\\pingouin.madmedianrule.rst","generated\\pingouin.mixed_anova.rst","generated\\pingouin.multicomp.rst","generated\\pingouin.mwu.rst","generated\\pingouin.pairwise_corr.rst","generated\\pingouin.pairwise_ttests.rst","generated\\pingouin.pairwise_tukey.rst","generated\\pingouin.print_table.rst","generated\\pingouin.rm_anova.rst","generated\\pingouin.rm_anova2.rst","generated\\pingouin.rm_corr.rst","generated\\pingouin.test_dist.rst","generated\\pingouin.test_homoscedasticity.rst","generated\\pingouin.test_normality.rst","generated\\pingouin.test_sphericity.rst","generated\\pingouin.ttest.rst","generated\\pingouin.ttest_power.rst","generated\\pingouin.wilcoxon.rst","index.rst"],objects:{"pingouin.datasets":{list_dataset:[20,0,1,""],read_dataset:[21,0,1,""]},pingouin:{ancova:[3,0,1,""],anova:[4,0,1,""],anova_power:[5,0,1,""],bayesfactor_pearson:[6,0,1,""],bayesfactor_ttest:[7,0,1,""],bonf:[8,0,1,""],circ_axial:[9,0,1,""],circ_corrcc:[10,0,1,""],circ_corrcl:[11,0,1,""],circ_mean:[12,0,1,""],circ_r:[13,0,1,""],circ_rayleigh:[14,0,1,""],compute_effsize:[15,0,1,""],compute_effsize_from_t:[16,0,1,""],compute_esci:[17,0,1,""],convert_effsize:[18,0,1,""],corr:[19,0,1,""],epsilon:[22,0,1,""],fdr:[23,0,1,""],friedman:[24,0,1,""],gzscore:[25,0,1,""],holm:[26,0,1,""],intraclass_corr:[27,0,1,""],kruskal:[28,0,1,""],mad:[29,0,1,""],madmedianrule:[30,0,1,""],mixed_anova:[31,0,1,""],multicomp:[32,0,1,""],mwu:[33,0,1,""],pairwise_corr:[34,0,1,""],pairwise_ttests:[35,0,1,""],pairwise_tukey:[36,0,1,""],print_table:[37,0,1,""],rm_anova2:[39,0,1,""],rm_anova:[38,0,1,""],rm_corr:[40,0,1,""],test_dist:[41,0,1,""],test_homoscedasticity:[42,0,1,""],test_normality:[43,0,1,""],test_sphericity:[44,0,1,""],ttest:[45,0,1,""],ttest_power:[46,0,1,""],wilcoxon:[47,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0x1bc98291470":[],"10am":[],"12month":[],"2pm":[],"30e":45,"31e":[],"4e8":45,"6month":[],"6pm":[],"71e":48,"82e":[],"boolean":[4,7,15,17,29,30,31,32,35,38,41,42,43,44,45,46,48],"case":[7,12,13,14,17],"class":27,"default":[1,3,4,7,24,28,31,33,34,35,38,39,45,47],"export":[3,4,24,28,31,34,35,38,39,48],"final":[],"float":[5,6,7,8,9,10,11,12,13,14,15,16,17,18,22,23,26,27,29,32,35,36,40,42,43,44,45,46],"function":[1,2,3,6,7,10,22,38,44,48],"import":[3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,31,32,33,34,35,36,38,39,40,42,43,45,47,48],"int":[5,6,7,9,12,13,16,17,18,29,40,44,46],"long":[22,24,38,39,44],"new":[19,48],"null":[28,47],"return":[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,38,39,40,41,42,43,44,45,46,47,48],"true":[3,4,7,8,15,17,23,26,29,30,31,32,35,38,41,42,43,44,45,46,48],"try":48,"var":42,"while":3,Added:1,And:[],For:[3,4,5,45,48],Its:[],JNS:[1,44],JZS:[6,7],NOT:[22,44],One:[1,4,19,31,34,38,39,45],The:[1,4,6,7,13,14,15,19,24,27,28,29,33,34,38,45,47],Then:[],There:[],Use:[10,48],_one:[],_subplot:[],abov:[],abs:29,absolut:[1,29],accept:[],account:[],accur:[],achiev:[5,45,46],achieved_pow:[],across:[3,27],actual:[],adapt:[6,7,10],add:48,addit:[],adj_r2:[19,34,48],adjust:[8,19,22,23,26,32,34,35,48],administr:[],affect:46,after:[19,34],against:[3,4,5,19,31,34,38,39,40,46],agg:[],agreement:[19,34],all:[1,27,28,34,35],allow:[],along:[12,13,29],alpha:[5,8,9,12,13,14,17,23,26,32,35,36,42,43,44,46],also:29,altern:[1,6,7,19,45],alwai:[24,38,48],analys:19,analysi:[1,3,9,19,31,38],ancova:[1,48],anderson:41,angl:[9,10,12,13,14],ani:[1,48],ann:[6,7],anoth:48,anova:[1,3,5,24,28,31,36,37,38,39],anova_:[],anova_pow:[],antonio:[],aov:[3,4,31,38,39],api:48,appli:[24,38,47],appropri:[7,45],approxim:[],appveyor:1,arang:48,arbitrari:[],area:[1,15,18,35,36],arg:[41,42,43],argument:[],arithmet:25,around:[13,14],arrai:[8,9,10,11,12,13,14,15,17,23,25,26,27,29,30,32,41,42,43,44],array_lik:[8,19,23,25,26,32,33,41,42,43,45,47],articl:40,ask:14,assembl:[],assess:[27,40],associ:[40,48],assum:[19,33,34,46],assumpt:[14,24,28],auc:[15,18,35,36],auto:[31,38,45],automat:[1,10,11,15,19,24,28,31,34,38,40,45],avail:[15,17,18,19,20,32,34,35,36],averag:[],avg:15,avoid:1,axes:[],axessubplot:[],axi:[12,13,29],axial:9,badg:[],bakdash:[1,40,48],bakeman:[4,38],balanc:[36,39],bartlett:42,base:[11,30,48],bay:[1,6,7,19,35,45,48],bayesfactor:[6,7],bayesian:1,bayesian_ttest:[],becaus:[31,38],been:[3,4,31,36,38],befor:48,beforehand:48,behavior:[19,24,38],believ:[],below:[2,48],bend:[1,19,34],benjamini:[23,32,34,35],beren:[9,10,13,48],berens2009:[1,9],best:36,beta:3,better:[1,19,25],between:[1,3,4,10,11,15,16,18,19,28,31,34,35,36],bf01:[],bf02294395:19,bf10:[1,6,7,19,35,45,48],bia:[13,14],bin:[12,13,14],binder:[1,48],biseri:[1,33,47],bland1995:[1,21,40],blend:3,blob:6,blockquot:[],bonf:[23,32,34,35],bonferroni:[1,8,32,34,35],bool:[3,8,23,26],bootstrap:17,borrow:11,both:[16,19,34],brain:19,brainpip:11,bug:[1,48],bui:48,build:[],calcul:[6,7,15,16,18],call:[1,3],can:[5,24,29,32,38,48],categor:3,cauchi:[7,45],caus:1,caution:[],center:[13,14],certain:9,chanegelog:[],chang:[3,4,24,28,31,34,35,38,39],changelog:[],check:[24,38,48],chi:[24,28,44],chi_sq:44,ci68:17,ci95:[19,34,48],ci99:[],ci_bt:17,ci_pm:17,circ_corrcc:1,circ_corrcl:1,circ_r:1,circ_rayleigh:1,circl:14,circstat:[10,11],circular:[1,9,10,11,12,13,14,48],classic:[],cle:[33,47],clean:1,clear:[],click:[2,48],clone:48,close:[19,34],closer:13,code:[1,6,7,11,48],coeffici:[1,6,10,11,15,17,19,27,34,40],cognit:[],cohen:[1,15,16,17,18,35,36,45,46,48],col1:[],col2:[],col3:[],collaps:[1,24,38],collect:[2,48],color:[4,36],column:[1,3,4,24,27,28,31,34,35,36,38,39,40],com:[6,7,27,48],come:[25,41,43,47],common:[1,9,33,40,47],commun:[],compar:[27,33],comparison:[1,23,34],compris:[],comput:[1,4,6,7,9,10,11,12,13,15,16,17,19,22,24,28,31,34,35,38,39,40,44,45,48],compute_effs:[16,17,18],compute_effsize_from_t:[15,18],concentr:13,conclud:46,confid:[1,17,19,27,34],conserv:36,consid:[3,31],consol:[3,4,24,28,31,34,35,38,39],constant:29,contact:48,contain:[3,4,22,24,27,28,31,34,35,36,38,39,40,44],continu:[3,33,47],contrast:48,contribut:48,control:[3,15],convers:[15,16,18],convert:[10,15,17,18],convert_effs:[15,16,48],corr:[1,6,17,31,34,35,38,39,45,48],corrbf:6,correct:[1,8,13,14,15,22,23,24,26,28,31,32,33,34,35,36,38,39,45,47],correctli:[],correl:[1,6,10,11,15,17,19,23,27,33,34,40,47],correspond:[19,23,34],could:[],countri:[],cov:[17,19,48],covar:3,covari:[1,3,19],cover:23,coverag:1,creat:[3,4,24,28,31,34,35,38,39,48],crucial:13,csv:[1,4,24,28,31,34,35,38,39,48],cum:15,cumul:[],current:[3,4,24,28,31,34,35,38,39],curv:[1,15,18,35,36],custom:[],dai:[],darl:41,data:[3,4,6,7,9,12,13,14,15,17,19,21,22,24,25,27,28,31,33,34,35,36,38,39,40,41,42,43,44,45],datafram:[1,3,4,19,21,22,24,27,28,31,33,34,35,36,37,38,39,40,44,45,47],dataset:[1,4,9,11,19,24,27,28,31,34,35,36,38,39,40],ddof1:[31,38,39,48],ddof2:[31,38,39],ddof:[1,44],decim:[35,37],defaul:29,defin:[],deg2rad:[9,10],degre:[3,4,5,9,10,24,28,31,38,39,40,44,45,48],delet:1,delta:[1,15,18,35,36,46],demograph:[],demonstr:[2,48],denomin:[31,38,39],depark:[],depend:[3,4,24,28,31,34,35,36,38,39,40],deriv:[],describ:30,design:[31,35,48],desir:[15,16,17,18],detail:[4,6,7,24,28,38,48],detect:[30,46],determin:[5,19,31,38,40,46],develop:[],deviat:[1,17,29,42],df1:48,df2:48,df_reshap:[],diff:36,differ:[3,24,27,28,36,38,39,41,42,43],dimens:[12,13],direct:[12,13],directli:[6,7,17],directori:[3,4,24,28,31,34,35,38,39],disagr:[19,34],discoveri:23,dispers:25,displai:37,dist:[17,41],distanc:[],distplot:17,distribut:[1,14,17,19,24,25,28,33,34,41,42,43,47],dname:21,doc:1,document:1,docutil:[],dodg:[],doe:[19,34],dof1:5,dof2:5,dof:[24,28,40,45,48],doi:19,dolan2009:[1,34],don:[],done:[],doubl:[24,38,48],down:[32,34,35],dropna:[],drug:[],due:[24,28],durat:[],each:[18,19,28,30,34],easi:[],easili:[],eff_siz:[],eff_typ:[],effect:[1,3,4,5,7,15,16,17,18,31,33,35,36,38,39,45,46,47],effsiz:[35,36,48],efsiz:[35,36,48],eftyp:[15,16,17,35,36,48],either:32,els:[],empir:[],ensur:[],entir:[15,45],environ:48,eps:[22,31,38,39,48],epsilon:[1,31,38,39],equal:[3,28,33,42,43,44,45,46],equal_var:42,equat:[],equival:[1,34],error:[1,8,23,26,36,45],estim:[13,14],eta:[1,4,5,15,18,31,35,36,38,39],evalu:[3,5],evid:[6,7],exact:[19,34],examin:[],exampl:[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,29,30,31,32,33,34,35,36,38,39,40,42,43,45,46,47,48],excel:[],exhaust:48,expect:[7,22,24,38,39,44,45],expon:41,export_filenam:[3,4,24,28,31,34,35,38,39,48],express:[10,11],extens:[3,4,21,24,28,31,34,35,38,39],extern:1,extravers:34,extrem:[],ezanova:[24,38,39,48],f_mway_rm:[],facilit:[],factor1:4,factor2:4,factor:[1,3,4,6,7,13,14,19,22,24,28,31,35,36,38,39,45,48],fake:[],fall:[],fals:[3,4,7,8,15,17,19,23,24,26,28,29,30,31,32,35,38,42,43,45,46,48],famili:3,favor:[],favour:[6,7],fdr:[1,32,34,35,48],fdr_bh:[32,34,35,48],fdr_by:[32,34,35],featur:[],feel:48,feldt:22,file:[1,3,4,24,28,31,34,35,38,39,48],fileexchang:[],filenam:[3,4,24,28,31,34,35,38,39],find:[],first:[7,10,11,15,19,22,33,34,35,36,44,45,47],fisher:14,fix:1,flake8:1,float_format:[],floatfmt:[35,37],fnhum:19,folder:[1,2,48],follow:5,format:[22,24,37,38,39,44],formula:[5,15],found:[6,7],four:[],fpsyg:[19,40],franc:[],free:48,freedom:[3,4,5,24,28,31,38,39,40,44,45,48],french:[],friedman:[1,38,39],from:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,31,32,33,34,35,36,38,39,40,41,42,43,45,47,48],from_dist:41,front:19,frontier:[],frontiersin:40,full:[3,4,24,28,31,32,34,35,38,39,40],furi:[],further:[],futur:[],fval:5,fwer:[],geisser:[22,31,38,39],gener:[3,4,17,19,23,48],geometr:[1,25],geometric_standard_devi:25,get:17,git:48,github:[6,7,48],given:[5,7,17,29,32,46],glass:[1,15,18,35,36,46],goal:[],gov:[],gpower:[5,46],grasp:[],greater:[],greenhous:[22,31,38,39],grid:37,group:[5,7,15,16,18,27,28,31,35,38,39,46,48],groupbi:[],gumbel:41,haa:19,hair:[4,36],has:[14,24,28,36],have:[3,4,28,31,38,42,44],head:[],hedg:[1,15,17,18,35,36,46,48],hegd:18,height:[],help:[],high:[33,46],higher:[],highlight:[],hoc:[32,35,36],hochberg:[23,32,34,35],holm:[1,32,34,35],home:[],homoscedast:[1,42,48],hour:[],how:14,howev:[4,38],hsd:36,hstack:48,html:37,http:[6,7,19,25,27,29,37,40,48],hue:[],hum:19,human:[],huynh:22,hypothesi:[1,6,7,8,13,19,23,26,28,32,33,45,47],icc:[1,27],idem:[],identifi:[1,24,31,35,38,39,48],iloc:34,imag:[],implement:23,impli:[19,34],improp:1,improv:[1,19],incid:[12,13,14],includ:[31,38,48],incom:3,inde:[],indep:23,independ:[1,3,7,15,19,23,28,33,45,46],index:[31,38,39],indic:[14,19,30,34,35,36,40],individu:[8,23,26,40],inferior:[],influenc:[],info:[],initi:[1,32],inlin:[],input:[29,30],input_typ:18,insomnia:[],instal:[1,19],instanc:[],instead:[1,6,7],integr:1,interact:[2,35,39,48],interest:3,interpret:[],interv:[1,17,19,27,34],intra:27,intraclass:[1,27,48],intraclass_corr:1,introduc:48,intuit:[],issu:48,jasp:[4,24,31,38],jeffrei:[6,7],jns:44,john:44,jsn:[],judg:27,jupyt:[1,2,48],kdeplot:[],keep:[4,38],kendal:[1,19,34],kind:48,known:[3,9,16],kruskal:[1,4],label:[],laken:[],lambda:[],languag:[1,33,47],larg:[7,14,45],larger:[7,45],latex:37,learn:19,least:28,leffect:[],len:17,length:[13,14,17,18,41,42,43],less:[],let:[],letter:32,level:[3,5,32,35,36,44,46],leven:42,like:[6,7,29,30],likelihood:46,likert:27,limit:23,lin:[],linear:[3,11,19,34],liner:[],link:[2,48],list:[4,15,20,27,34,38,39],list_dataset:1,liter:[],load:[21,48],loc:[17,42,45],log:25,logist:41,lognorm:25,look:[],low:[33,46],lower:27,lowest:15,lthe:[],mad:[1,30],magnitud:[],mahal:1,mahalanobi:[],mai:[7,28,41,42,43,45],main:[2,48],mainli:46,maintain:48,make:1,mann:[1,33],marusich:[1,40,48],master:[6,7],match:47,math:[],mathwork:[],matlab:[1,4,6,7,10,11,19,48],matlabcentr:[],matplotlib:[],matrix:[],mauchli:[31,38,42,43,44],mcclave1991:[1,4,36],mean:[3,4,9,12,13,17,19,24,25,35,36,38,46,48],measur:[1,4,7,13,15,19,22,24,25,28,31,34,35,36,38,39,40,44,45,47,48],median:[1,28,29,30,33,47],median_absolute_devi:29,melt:[],memori:[],messag:[],meth:[],method:[1,3,8,15,17,18,19,23,26,32,34,35,36,44,48],might:[],mind:[4,38],minimum:19,minor:[],misc:1,miscellan:1,mise:14,miss:[15,31,38,45],mistak:1,mix:[4,31,35,38,39],mixed_anova:[1,4,38,39,48],mne:39,mode:[9,14,48],model:[3,31,35],moder:[],modul:1,moment:[19,34],monoton:[19,34],more:[4,13,24,28,31,38,40,42,43,44,48],most:[],multipl:[1,8,9,23,26,32,34,40],multivari:[],multivariate_norm:[17,19,48],must:[14,17,18,19,21,28,33,46,47],mydata:[],n_boot:17,n_group:[22,44],n_observ:[],n_repetit:[],n_subj:[22,44],nagao:44,name:[3,4,21,24,27,28,31,32,34,35,36,38,39,40],nan:[10,11,19,24,28,31,34,38,40,45],navig:[2,48],ncbi:[],ndarrai:[],need:[7,17,31,38,48],neg:23,negcorr:23,net:[],neuro:9,neurosci:19,neurotic:34,ngroup:5,nice:[],night:[],nih:[],nlm:[],non:[1,4,14,28,31,33,38,39,47],none:[3,4,7,12,13,14,15,16,17,18,24,27,28,29,31,34,35,36,38,39,40,46],nonparametr:[19,34],norm:41,normal:[1,15,17,19,25,29,34,42,43,44,45],note:[3,4,5,6,7,9,10,11,13,14,15,19,22,24,27,28,33,34,36,38,39,40,44,45,46,47,48],notebook:[1,2,48],now:[1,3],np2:[4,31,38,39,48],ntot:5,nuisanc:3,number:[5,9,12,13,14,17,28,37],numer:[1,31,38,39],numpi:[9,15,17,25,33,42,43,45,47,48],observ:[7,15,16,18,19,33,45,47],occas:40,odd:[1,15,18,35,36],often:3,old:1,one:[1,3,4,5,7,10,11,13,14,19,24,31,32,33,34,35,36,38,39,40,42,43,44,45,46,47,48],onli:[3,7,14,16,17,19,24,35,46,48],open:[2,19,34,48],oper:18,opposit:[],option:[16,17,18,29],order:[19,34],ordin:[19,34],org:[19,25,29,37,40],orient:9,origin:[17,18,48],ortiz:[],other:[1,3,24,38],our:[],outcom:[],outlier:[19,30,34,48],output:[1,3,4,8,15,16,23,24,26,28,31,32,34,35,38,39],output_typ:18,packag:[1,19,24,38,39,40,48],paco2:40,padjust:[34,35,48],page:[],pain:[4,36],pain_anova:4,pair:[1,7,15,35,40,45,46,47,48],pairwis:[1,32,34,35,36],pairwise_corr:[1,48],pairwise_ttest:[32,48],pairwise_tukei:1,panda:[1,3,4,19,22,24,28,31,33,34,35,36,38,39,44,45,47],paramet:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47],parametr:[1,4,17,19,28,33,34,38,39,47],pars:[],partial:[4,5,31,38,39],particular:[],pass:17,path:[3,4,24,28,31,34,35,38,39],patient:[],pearson:[1,6,18,19,34],penguin:[],pep8:1,per:[],percbend:[19,34],percentag:[1,19,34],perfectli:39,perform:[],permut:17,pernet:[1,19,48],pingouin:[1,2],pip:[1,48],pivot:[17,22,44],placebo:[],plain:37,pleas:[1,2,10,11,19,34,40,48],plot:[1,17,31],pmc3397314:[],pmc:[],pointplot:[],popul:[14,25,28],populatoin:14,posit:[19,23],post1:[],post2:[],post3:[],post:[32,35,36,45],post_hoc:35,posteriori:17,posthoc:48,power:[1,5,19,45,46,48],practic:[],pre:[45,48],presenc:1,present:[1,21],pretti:[37,48],primari:3,print:[5,6,7,8,10,11,14,15,16,17,18,23,25,26,32,33,35,37,42,43,46,47,48],print_tabl:[4,24,28,31,34,35,38,48],prior:[],priori:[7,45],probabl:46,procedur:[17,36],product:[19,34],program:48,project:37,properti:44,protect:[19,34],proven:36,provid:48,psychol:19,psycholog:[],psychometrika:19,pull:48,purpos:9,pval:[8,10,11,14,23,26,32],pval_correct:[8,23,26],pvals_corr:[8,23,26,32],pvals_correct:32,pvalu:[8,23,26,32,34,35],pypi:37,python:[1,3,4,11,24,27,28,31,34,35,38,39,48],qualiti:27,quantifi:[6,7],quantit:27,quantiti:13,radian:[9,10,11,12,13,14],rais:[],rand:43,randn:[],random:[11,15,17,19,25,33,42,43,45,48],rank:[1,19,24,33,34,47],raphael:48,raphaelvallat:48,rate:[8,23,26,27],rater:27,rather:[22,44],ratio:[1,15,18,35,36],raw:[6,7,25],rayleigh:14,rbc:[33,47],read:[3,21],read_csv:[4,24,28,31,35,38,39],read_dataset:[1,3,4,9,27,34,36,40],readabl:[],real:27,reason:[],reciproc:[],recommend:45,ree:19,refer:[19,48],regress:3,reject:[8,23,26,32],relat:[7,45,46,47],relationship:[19,34],releas:1,reli:[],reliabl:[24,27],remov:[10,11,15,19,24,28,31,34,38,40,45],remove_na:[31,38],remove_nan:[],repeat:[1,4,7,15,22,24,31,36,38,39,40,44,45,46,47,48],report:[1,4,38,48],repositori:48,repres:[],request:48,requir:[1,17,18,19,34,48],reshap:[],respect:[],result:[3,4,9,12,13,14,24,31,34,38,48],return_bw:3,return_desc:35,return_dist:17,revers:18,rho:[19,34],richardson:[4,38],rm_anova2:[1,4,31,38],rm_anova:[1,4,31,39],rm_corr:[1,3],rmcorr:40,robust:[1,19,34],rouder:[7,45],round:25,rousselet:[1,19,48],row:[15,45],rst:[],rule:[1,28,30],run:48,sake:[],same:[4,5,24,25,27,30,38,47],sampl:[1,5,6,7,9,12,13,14,16,17,18,19,25,28,30,33,36,41,42,43,45,46,47],sample1:[41,42,43],sample2:[41,42,43],satisfi:[],satterthwait:[],scale:[7,9,15,27,29,42,45],schwarzkopf:[1,19,34],scienc:[],scientist:[],scikit:19,scipi:48,score:[1,3,25,27],scorer:27,seaborn:17,second:[7,10,11,15,19,33,34,35,36,45,47],see:[4,6,7,9,25,29,37,48],seed:[15,17,19,25,33,42,43,45,48],select:15,separ:45,set:[8,15,16,18,19,23,26,33,45,47],set_opt:[],setup:48,sever:[1,48],shade:[],shape:[22,25,30,44],shepherd:[1,19,34,48],should:[4,38],show:[],side:[7,10,11,19,33,34,35,36,40,45,46,47,48],sign:[1,47],signific:[5,32,35,36,44,46],significantli:[],similar:[],simpl:[14,37,48],simpli:[],singl:[4,38,45],siow:[6,7],site:1,size:[1,4,5,6,7,15,16,17,18,25,28,31,33,35,36,38,39,42,43,45,46,47],skip:[1,19],sklearn:19,sleep:[],sleep_dataset:[],slightli:39,small:[7,28,45],smaller:[7,45],sns:17,softwar:48,some:1,sourc:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],sourceforg:[],space:[13,14],speak:[19,34],spearman:[1,19,34],specifi:[3,4,7,10,11,14,16,19,22,24,28,31,33,34,35,38,39,40,45,46,47],spher:[31,38],spheric:[1,31,38,39,42,43,44,48],sphertest:[],split:[1,31],spread:13,spss:[],sqrt:45,squar:[1,3,4,5,15,18,19,24,28,31,34,35,36,38,39,44],standard:[1,17,19,25,34,36,42],start:[],stat:[6,7,19,24,28,33,34,35,36,45,47,48],statist:[1,3,13,14,15,18,24,27,28,31,38,40,44,46,48],statsmodel:[1,3],std:[1,25,35],step:[32,34,35],str:44,strictli:[19,34],string:[3,4,7,10,11,15,16,17,18,19,21,22,24,27,28,31,32,33,34,35,36,37,38,39,40,41,45,46,47],strong:[19,34],student:3,studi:46,subject:[1,24,27,31,35,38,39,40,48],submit:48,subset:[],suggest:[],sugiura:44,sum:[3,4,33],summari:[1,3,4,19,24,28,31,33,34,35,36,37,38,39,45,47],sup:[],suppli:[13,14],support:[1,3],sure:1,svg:[],tabl:[3,4,24,28,31,34,35,37,38,39,48],tablefmt:37,tabul:37,tail:[7,10,11,19,33,34,35,36,40,45,46,47,48],take:[],taken:[],target:[],tau:[19,34],teach:3,techniqu:40,test:[1,3,4,5,7,8,13,14,19,23,24,26,28,31,32,33,34,35,36,38,39,40,41,42,43,44,45,46,47],test_homoscedast:[43,44],test_norm:[42,44,48],test_spher:[1,42,43],than:[24,25,39,48],thei:[],themselv:[],therefor:39,thi:[1,12,13,23,31,33,38,41,48],those:[24,38,39],three:[],threshold:[4,36],thumb:[],ties:[24,28,33],tile:48,time:[24,31,35,38,39,48],too:28,tool:[6,7],toolbox:[10,11,19,48],total:[5,16,27],tranform:9,transform:9,translat:[27,48],treatment:[3,39],tree:7,trujillo:[],ttest:[7,48],ttest_ind:48,tukei:36,tutori:1,tval:16,two:[1,4,7,10,11,15,16,17,18,19,31,33,34,35,36,38,39,40,42,43,45,46,47],txt:48,type:[3,17,18,31,35,36,38,45,48],typic:28,unbias:[1,15,18,35,36],unc:[3,4,24,28,31,34,35,38,39,48],uncorrect:[3,4,10,11,24,28,31,32,34,35,38,39],under:[1,15,18,35,36],unequ:[36,45],uniform:[14,33],uniformli:14,unimod:9,uniqu:[],univari:[19,34],unlik:[19,34],unpair:45,upper:27,urai:[6,7],use:[1,6,7,19,22,34,44],used:[3,13,14,16,24,32,34,35],useful:[17,35],uses:[1,15,17,33,42,45],using:[5,17,19,23,32,34,35,38,45],val:[19,33,35,36,45,47,48],valid:[19,21,36],vallat:48,valu:[3,4,5,7,8,9,10,11,14,15,16,19,23,24,25,26,28,31,32,33,34,35,36,38,39,40,42,43,44,45,47,48],variabl:[3,4,10,11,19,24,27,28,31,34,35,36,38,39,40,48],varianc:[15,42,43,44,45],variat:27,vector:[9,12,13,14,17,18],veri:[],version:[22,28,33,47],visit:48,visual:[],von:14,wagemak:6,wai:[1,4,5,19,24,31,36,38,39],walli:[1,28],want:48,warn:[],warranti:48,weekdai:[],welch:45,welcom:48,well:[],were:48,wetzel:6,what:48,when:[1,7,16,25,35,45,46],whether:[3,7,10,11,19,30,31,33,34,35,36,38,40,45,46,47],which:[3,19,28,34],whitnei:[1,33],who:48,wide:[],width:[],wiki:[25,29],wikipedia:[25,29],wilcox:[1,19,30,34,48],wilcoxon:[1,33],window:1,wine:27,wise:[],within:[1,3,24,31,35,38,39,40,48],without:[3,4,21,24,28,31,34,35,38,39],word:[],work:28,would:[6,7],written:48,www:[27,40],yekuti:[23,32,34,35],yet:48,you:[6,7,24,38,48],your:[22,44],zellner:[6,7],zimmerman:45},titles:["API reference","What\u2019s new","Examples","pingouin.ancova","pingouin.anova","pingouin.anova_power","pingouin.bayesfactor_pearson","pingouin.bayesfactor_ttest","pingouin.bonf","pingouin.circ_axial","pingouin.circ_corrcc","pingouin.circ_corrcl","pingouin.circ_mean","pingouin.circ_r","pingouin.circ_rayleigh","pingouin.compute_effsize","pingouin.compute_effsize_from_t","pingouin.compute_esci","pingouin.convert_effsize","pingouin.corr","pingouin.datasets.list_dataset","pingouin.datasets.read_dataset","pingouin.epsilon","pingouin.fdr","pingouin.friedman","pingouin.gzscore","pingouin.holm","pingouin.intraclass_corr","pingouin.kruskal","pingouin.mad","pingouin.madmedianrule","pingouin.mixed_anova","pingouin.multicomp","pingouin.mwu","pingouin.pairwise_corr","pingouin.pairwise_ttests","pingouin.pairwise_tukey","pingouin.print_table","pingouin.rm_anova","pingouin.rm_anova2","pingouin.rm_corr","pingouin.test_dist","pingouin.test_homoscedasticity","pingouin.test_normality","pingouin.test_sphericity","pingouin.ttest","pingouin.ttest_power","pingouin.wilcoxon","Installation"],titleterms:{"1dev":[],"function":[],"new":1,One:48,The:[],Using:[],abov:[],acknowledg:48,all:[],ancova:3,anova:[0,4,48],anova_pow:5,api:0,april:1,arrai:[],assumpt:[],august:1,author:[],bayesfactor_pearson:6,bayesfactor_ttest:7,bayesian:0,between:48,binder:[],bonf:8,bonu:[],calcul:[],chanegelog:[],changelog:[],check:[],circ_axi:9,circ_corrcc:10,circ_corrcl:11,circ_mean:12,circ_r:13,circ_rayleigh:14,circular:0,column:48,comparison:[0,48],comput:[],compute_effs:15,compute_effsize_from_t:16,compute_esci:17,content:48,convert:48,convert_effs:18,corr:19,correct:48,correl:[0,48],current:[],data:48,datafram:48,dataset:[0,20,21],depend:48,descript:[],design:[],dev:1,develop:48,direct:[],distribut:0,document:[],effect:[0,48],epsilon:22,exampl:2,factor:[],fake:[],fdr:23,featur:[],friedman:24,from:[],futur:[],group:[],gzscore:25,hoc:48,holm:26,insomnia:[],instal:48,interact:[],intraclass_corr:27,introduct:[],juli:1,june:1,kruskal:[28,48],laken:[],list_dataset:20,load:[],mad:29,madmedianrul:30,mahal:[],main:[],mean:[],measur:[],minut:48,miscellan:0,mix:48,mixed_anova:31,multicomp:32,multipl:[0,48],mwu:33,non:48,normal:48,numpi:[],one:[],output:48,pairwis:48,pairwise_corr:34,pairwise_ttest:35,pairwise_tukei:36,panda:48,parametr:48,pearson:48,perform:[],pingouin:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],post:48,power:0,print_tabl:37,quick:48,read_dataset:21,refer:0,repeat:[],reshape_data:[],rm_anova2:39,rm_anova:38,rm_corr:40,robust:48,septemb:1,size:[0,48],start:48,std:[],studi:[],summari:[],support:[],test:[0,48],test_dist:41,test_homoscedast:42,test_norm:43,test_spher:44,ttest:45,ttest_pow:46,tutori:[],two:48,user:48,using:48,valu:[],wai:48,walli:48,what:1,wilcoxon:47,within:[]}})
\ No newline at end of file
+Search.setIndex({docnames:["api","changelog","examples","generated/pingouin.ancova","generated/pingouin.anova","generated/pingouin.anova_power","generated/pingouin.bayesfactor_pearson","generated/pingouin.bayesfactor_ttest","generated/pingouin.bonf","generated/pingouin.circ_axial","generated/pingouin.circ_corrcc","generated/pingouin.circ_corrcl","generated/pingouin.circ_mean","generated/pingouin.circ_r","generated/pingouin.circ_rayleigh","generated/pingouin.compute_effsize","generated/pingouin.compute_effsize_from_t","generated/pingouin.compute_esci","generated/pingouin.convert_effsize","generated/pingouin.corr","generated/pingouin.datasets.list_dataset","generated/pingouin.datasets.read_dataset","generated/pingouin.epsilon","generated/pingouin.fdr","generated/pingouin.friedman","generated/pingouin.gzscore","generated/pingouin.holm","generated/pingouin.intraclass_corr","generated/pingouin.kruskal","generated/pingouin.mad","generated/pingouin.madmedianrule","generated/pingouin.mixed_anova","generated/pingouin.multicomp","generated/pingouin.mwu","generated/pingouin.pairwise_corr","generated/pingouin.pairwise_ttests","generated/pingouin.pairwise_tukey","generated/pingouin.print_table","generated/pingouin.rm_anova","generated/pingouin.rm_anova2","generated/pingouin.rm_corr","generated/pingouin.test_dist","generated/pingouin.test_homoscedasticity","generated/pingouin.test_normality","generated/pingouin.test_sphericity","generated/pingouin.ttest","generated/pingouin.ttest_power","generated/pingouin.wilcoxon","index"],envversion:53,filenames:["api.rst","changelog.rst","examples.rst","generated\\pingouin.ancova.rst","generated\\pingouin.anova.rst","generated\\pingouin.anova_power.rst","generated\\pingouin.bayesfactor_pearson.rst","generated\\pingouin.bayesfactor_ttest.rst","generated\\pingouin.bonf.rst","generated\\pingouin.circ_axial.rst","generated\\pingouin.circ_corrcc.rst","generated\\pingouin.circ_corrcl.rst","generated\\pingouin.circ_mean.rst","generated\\pingouin.circ_r.rst","generated\\pingouin.circ_rayleigh.rst","generated\\pingouin.compute_effsize.rst","generated\\pingouin.compute_effsize_from_t.rst","generated\\pingouin.compute_esci.rst","generated\\pingouin.convert_effsize.rst","generated\\pingouin.corr.rst","generated\\pingouin.datasets.list_dataset.rst","generated\\pingouin.datasets.read_dataset.rst","generated\\pingouin.epsilon.rst","generated\\pingouin.fdr.rst","generated\\pingouin.friedman.rst","generated\\pingouin.gzscore.rst","generated\\pingouin.holm.rst","generated\\pingouin.intraclass_corr.rst","generated\\pingouin.kruskal.rst","generated\\pingouin.mad.rst","generated\\pingouin.madmedianrule.rst","generated\\pingouin.mixed_anova.rst","generated\\pingouin.multicomp.rst","generated\\pingouin.mwu.rst","generated\\pingouin.pairwise_corr.rst","generated\\pingouin.pairwise_ttests.rst","generated\\pingouin.pairwise_tukey.rst","generated\\pingouin.print_table.rst","generated\\pingouin.rm_anova.rst","generated\\pingouin.rm_anova2.rst","generated\\pingouin.rm_corr.rst","generated\\pingouin.test_dist.rst","generated\\pingouin.test_homoscedasticity.rst","generated\\pingouin.test_normality.rst","generated\\pingouin.test_sphericity.rst","generated\\pingouin.ttest.rst","generated\\pingouin.ttest_power.rst","generated\\pingouin.wilcoxon.rst","index.rst"],objects:{"pingouin.datasets":{list_dataset:[20,0,1,""],read_dataset:[21,0,1,""]},pingouin:{ancova:[3,0,1,""],anova:[4,0,1,""],anova_power:[5,0,1,""],bayesfactor_pearson:[6,0,1,""],bayesfactor_ttest:[7,0,1,""],bonf:[8,0,1,""],circ_axial:[9,0,1,""],circ_corrcc:[10,0,1,""],circ_corrcl:[11,0,1,""],circ_mean:[12,0,1,""],circ_r:[13,0,1,""],circ_rayleigh:[14,0,1,""],compute_effsize:[15,0,1,""],compute_effsize_from_t:[16,0,1,""],compute_esci:[17,0,1,""],convert_effsize:[18,0,1,""],corr:[19,0,1,""],epsilon:[22,0,1,""],fdr:[23,0,1,""],friedman:[24,0,1,""],gzscore:[25,0,1,""],holm:[26,0,1,""],intraclass_corr:[27,0,1,""],kruskal:[28,0,1,""],mad:[29,0,1,""],madmedianrule:[30,0,1,""],mixed_anova:[31,0,1,""],multicomp:[32,0,1,""],mwu:[33,0,1,""],pairwise_corr:[34,0,1,""],pairwise_ttests:[35,0,1,""],pairwise_tukey:[36,0,1,""],print_table:[37,0,1,""],rm_anova2:[39,0,1,""],rm_anova:[38,0,1,""],rm_corr:[40,0,1,""],test_dist:[41,0,1,""],test_homoscedasticity:[42,0,1,""],test_normality:[43,0,1,""],test_sphericity:[44,0,1,""],ttest:[45,0,1,""],ttest_power:[46,0,1,""],wilcoxon:[47,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0x1bc98291470":[],"10am":[],"12month":[],"2pm":[],"30e":45,"31e":[],"4e8":45,"6month":[],"6pm":[],"71e":48,"82e":[],"boolean":[4,7,15,17,29,30,31,32,35,38,41,42,43,44,45,46,48],"case":[7,12,13,14,17],"class":27,"default":[1,3,4,7,24,28,31,33,34,35,38,39,45,47],"export":[3,4,24,28,31,34,35,38,39,48],"final":[],"float":[5,6,7,8,9,10,11,12,13,14,15,16,17,18,22,23,26,27,29,32,35,36,40,42,43,44,45,46],"function":[1,2,3,6,7,10,22,38,44,48],"import":[3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,31,32,33,34,35,36,38,39,40,42,43,45,47,48],"int":[5,6,7,9,12,13,16,17,18,29,40,44,46],"long":[22,24,38,39,44],"new":[19,48],"null":[28,47],"return":[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,38,39,40,41,42,43,44,45,46,47,48],"true":[3,4,7,8,15,17,23,26,29,30,31,32,35,38,41,42,43,44,45,46,48],"try":48,"var":42,"while":3,Added:1,And:[],For:[3,4,5,45,48],Its:[],JNS:[1,44],JZS:[6,7],NOT:[22,44],One:[1,4,19,31,34,38,39,45],The:[1,4,6,7,13,14,15,19,24,27,28,29,33,34,38,45,47],Then:[],There:[],Use:[10,48],_one:[],_subplot:[],abov:[],abs:29,absolut:[1,29],accept:[],account:[],accur:[],achiev:[5,45,46],achieved_pow:[],across:[3,27],actual:[],adapt:[6,7,10],add:48,addit:[],adj_r2:[19,34,48],adjust:[8,19,22,23,26,32,34,35,48],administr:[],affect:46,after:[19,34],against:[3,4,5,19,31,34,38,39,40,46],agg:[],agreement:[19,34],all:[1,27,28,34,35],allow:[],along:[12,13,29],alpha:[5,8,9,12,13,14,17,23,26,32,35,36,42,43,44,46],also:29,altern:[1,6,7,19,45],alwai:[24,38,48],analys:19,analysi:[1,3,9,19,31,38],ancova:[1,48],anderson:41,angl:[9,10,12,13,14],ani:[1,48],ann:[6,7],anoth:48,anova:[1,3,5,24,28,31,36,37,38,39],anova_:[],anova_pow:[],antonio:[],aov:[3,4,31,38,39],api:48,appli:[24,38,47],appropri:[7,45],approxim:[],appveyor:1,arang:48,arbitrari:[],area:[1,15,18,35,36],arg:[41,42,43],argument:[],arithmet:25,around:[13,14],arrai:[8,9,10,11,12,13,14,15,17,23,25,26,27,29,30,32,41,42,43,44],array_lik:[8,19,23,25,26,32,33,41,42,43,45,47],articl:40,ask:14,assembl:[],assess:[27,40],associ:[40,48],assum:[19,33,34,46],assumpt:[14,24,28],auc:[15,18,35,36],auto:[31,38,45],automat:[1,10,11,15,19,24,28,31,34,38,40,45],avail:[15,17,18,19,20,32,34,35,36],averag:[],avg:15,avoid:1,axes:[],axessubplot:[],axi:[12,13,29],axial:9,badg:[],bakdash:[1,40,48],bakeman:[4,38],balanc:[36,39],bartlett:42,base:[11,30,48],bay:[1,6,7,19,35,45,48],bayesfactor:[6,7],bayesian:1,bayesian_ttest:[],becaus:[31,38],been:[3,4,31,36,38],befor:48,beforehand:48,behavior:[19,24,38],believ:[],below:[2,48],bend:[1,19,34],benjamini:[23,32,34,35],beren:[9,10,13,48],berens2009:[1,9],best:36,beta:3,better:[1,19,25],between:[1,3,4,10,11,15,16,18,19,28,31,34,35,36],bf01:[],bf02294395:19,bf10:[1,6,7,19,35,45,48],bia:[13,14],bin:[12,13,14],binder:[1,48],biseri:[1,33,47],bland1995:[1,21,40],blend:3,blob:6,blockquot:[],bonf:[23,32,34,35],bonferroni:[1,8,32,34,35],bool:[3,8,23,26],bootstrap:17,borrow:11,both:[16,19,34],brain:19,brainpip:11,bug:[1,48],bui:48,build:[],calcul:[6,7,15,16,18],call:[1,3],can:[5,24,29,32,38,48],categor:3,cauchi:[7,45],caus:1,caution:[],center:[13,14],certain:9,chanegelog:[],chang:[3,4,24,28,31,34,35,38,39],changelog:[],check:[24,38,48],chi:[24,28,44],chi_sq:44,ci68:17,ci95:[19,34,48],ci99:[],ci_bt:17,ci_pm:17,circ_corrcc:1,circ_corrcl:1,circ_r:1,circ_rayleigh:1,circl:14,circstat:[10,11],circular:[1,9,10,11,12,13,14,48],classic:[],cle:[33,47],clean:1,clear:[],click:[2,48],clone:48,close:[19,34],closer:13,code:[1,6,7,11,48],coeffici:[1,6,10,11,15,17,19,27,34,40],cognit:[],cohen:[1,15,16,17,18,35,36,45,46,48],col1:[],col2:[],col3:[],collaps:[1,24,38],collect:[2,48],color:[4,36],column:[1,3,4,24,27,28,31,34,35,36,38,39,40],com:[6,7,27,48],come:[25,41,43,47],common:[1,9,33,40,47],commun:[],compar:[27,33],comparison:[1,23,34],compris:[],comput:[1,4,6,7,9,10,11,12,13,15,16,17,19,22,24,28,31,34,35,38,39,40,44,45,48],compute_effs:[16,17,18],compute_effsize_from_t:[15,18],concentr:13,conclud:46,confid:[1,17,19,27,34],conserv:36,consid:[3,31],consol:[3,4,24,28,31,34,35,38,39],constant:29,contact:48,contain:[3,4,22,24,27,28,31,34,35,36,38,39,40,44],continu:[3,33,47],contrast:48,contribut:48,control:[3,15],convers:[15,16,18],convert:[10,15,17,18],convert_effs:[15,16,48],corr:[1,6,17,31,34,35,38,39,45,48],corrbf:6,correct:[1,8,13,14,15,22,23,24,26,28,31,32,33,34,35,36,38,39,45,47],correctli:[],correl:[1,6,10,11,15,17,19,23,27,33,34,40,47],correspond:[19,23,34],could:[],countri:[],cov:[17,19,48],covar:3,covari:[1,3,19],cover:23,coverag:1,creat:[3,4,24,28,31,34,35,38,39,48],crucial:13,csv:[1,4,24,28,31,34,35,38,39,48],cum:15,cumul:[],current:[3,4,24,28,31,34,35,38,39],curv:[1,15,18,35,36],custom:[],dai:[],darl:41,data:[3,4,6,7,9,12,13,14,15,17,19,21,22,24,25,27,28,31,33,34,35,36,38,39,40,41,42,43,44,45],datafram:[1,3,4,19,21,22,24,27,28,31,33,34,35,36,37,38,39,40,44,45,47],dataset:[1,4,9,11,19,24,27,28,31,34,35,36,38,39,40],ddof1:[31,38,39,48],ddof2:[31,38,39],ddof:[1,44],decim:[35,37],defaul:29,defin:[],deg2rad:[9,10],degre:[3,4,5,9,10,24,28,31,38,39,40,44,45,48],delet:1,delta:[1,15,18,35,36,46],demograph:[],demonstr:[2,48],denomin:[31,38,39],depark:[],depend:[3,4,24,28,31,34,35,36,38,39,40],deriv:[],describ:30,design:[31,35,48],desir:[15,16,17,18],detail:[4,6,7,24,28,38,48],detect:[30,46],determin:[5,19,31,38,40,46],develop:[],deviat:[1,17,29,42],df1:48,df2:48,df_reshap:[],diff:36,differ:[3,24,27,28,36,38,39,41,42,43],dimens:[12,13],direct:[12,13],directli:[6,7,17],directori:[3,4,24,28,31,34,35,38,39],disagr:[19,34],discoveri:23,dispers:25,displai:37,dist:[17,41],distanc:[],distplot:17,distribut:[1,14,17,19,24,25,28,33,34,41,42,43,47],dname:21,doc:1,document:1,docutil:[],dodg:[],doe:[19,34],dof1:5,dof2:5,dof:[24,28,40,45,48],doi:19,dolan2009:[1,34],don:[],done:[],doubl:[24,38,48],down:[32,34,35],dropna:[],drug:[],due:[24,28],durat:[],each:[18,19,28,30,34],easi:[],easili:[],eff_siz:[],eff_typ:[],effect:[1,3,4,5,7,15,16,17,18,31,33,35,36,38,39,45,46,47],effsiz:[35,36,48],efsiz:[35,36,48],eftyp:[15,16,17,35,36,48],either:32,els:[],empir:[],ensur:[],entir:[15,45],environ:48,eps:[22,31,38,39,48],epsilon:[1,31,38,39],equal:[3,28,33,42,43,44,45,46],equal_var:42,equat:[],equival:[1,34],error:[1,8,23,26,36,45],estim:[13,14],eta:[1,4,5,15,18,31,35,36,38,39],evalu:[3,5],evid:[6,7],exact:[19,34],examin:[],exampl:[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,29,30,31,32,33,34,35,36,38,39,40,42,43,45,46,47,48],excel:[],exhaust:48,expect:[7,22,24,38,39,44,45],expon:41,export_filenam:[3,4,24,28,31,34,35,38,39,48],express:[10,11],extens:[3,4,21,24,28,31,34,35,38,39],extern:1,extravers:34,extrem:[],ezanova:[24,38,39,48],f_mway_rm:[],facilit:[],factor1:4,factor2:4,factor:[1,3,4,6,7,13,14,19,22,24,28,31,35,36,38,39,45,48],fake:[],fall:[],fals:[3,4,7,8,15,17,19,23,24,26,28,29,30,31,32,35,38,42,43,45,46,48],famili:3,favor:[],favour:[6,7],fdr:[1,32,34,35,48],fdr_bh:[32,34,35,48],fdr_by:[32,34,35],featur:[],feel:48,feldt:22,file:[1,3,4,24,28,31,34,35,38,39,48],fileexchang:[],filenam:[3,4,24,28,31,34,35,38,39],find:[],first:[7,10,11,15,19,22,33,34,35,36,44,45,47],fisher:14,fix:1,flake8:1,float_format:[],floatfmt:[35,37],fnhum:19,folder:[1,2,48],follow:5,format:[22,24,37,38,39,44],formula:[5,15],found:[6,7],four:[],fpsyg:[19,40],franc:[],free:48,freedom:[3,4,5,24,28,31,38,39,40,44,45,48],french:[],friedman:[1,38,39],from:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,31,32,33,34,35,36,38,39,40,41,42,43,45,47,48],from_dist:41,front:19,frontier:[],frontiersin:40,full:[3,4,24,28,31,32,34,35,38,39,40],furi:[],further:[],futur:[],fval:5,fwer:[],geisser:[22,31,38,39],gener:[3,4,17,19,23,48],geometr:[1,25],geometric_standard_devi:25,get:17,git:48,github:[6,7,48],given:[5,7,17,29,32,46],glass:[1,15,18,35,36,46],goal:[],gov:[],gpower:[5,46],grasp:[],greater:[],greenhous:[22,31,38,39],grid:37,group:[5,7,15,16,18,27,28,31,35,38,39,46,48],groupbi:[],gumbel:41,haa:19,hair:[4,36],has:[14,24,28,36],have:[3,4,28,31,38,42,44],head:[],hedg:[1,15,17,18,35,36,46,48],hegd:18,height:[],help:[],high:[33,46],higher:[],highlight:[],hoc:[32,35,36],hochberg:[23,32,34,35],holm:[1,32,34,35],home:[],homoscedast:[1,42,48],hour:[],how:14,howev:[4,38],hsd:36,hstack:48,html:37,http:[6,7,19,25,27,29,37,40,48],hue:[],hum:19,human:[],huynh:22,hypothesi:[1,6,7,8,13,19,23,26,28,32,33,45,47],icc:[1,27],idem:[],identifi:[1,24,31,35,38,39,48],iloc:34,imag:[],implement:23,impli:[19,34],improp:1,improv:[1,19],incid:[12,13,14],includ:[31,38,48],incom:3,inde:[],indep:23,independ:[1,3,7,15,19,23,28,33,45,46],index:[31,38,39],indic:[14,19,30,34,35,36,40],individu:[8,23,26,40],inferior:[],influenc:[],info:[],initi:[1,32],inlin:[],input:[29,30],input_typ:18,insomnia:[],instal:[1,19],instanc:[],instead:[1,6,7],integr:1,interact:[2,35,39,48],interest:3,interpret:[],interv:[1,17,19,27,34],intra:27,intraclass:[1,27,48],intraclass_corr:1,introduc:48,intuit:[],issu:48,jasp:[4,24,31,38],jeffrei:[6,7],jns:44,john:44,jsn:[],judg:27,jupyt:[1,2,48],kdeplot:[],keep:[4,38],kendal:[1,19,34],kind:48,known:[3,9,16],kruskal:[1,4],label:[],laken:[],lambda:[],languag:[1,33,47],larg:[7,14,45],larger:[7,45],latex:37,learn:19,least:28,leffect:[],len:17,length:[13,14,17,18,41,42,43],less:[],let:[],letter:32,level:[3,5,32,35,36,44,46],leven:42,like:[6,7,29,30],likelihood:46,likert:27,limit:23,lin:[],linear:[3,11,19,34],liner:[],link:[2,48],list:[4,15,20,27,34,38,39],list_dataset:1,liter:[],load:[21,48],loc:[17,42,45],log:25,logist:41,lognorm:25,look:[],low:[33,46],lower:27,lowest:15,lthe:[],mad:[1,30],magnitud:[],mahal:1,mahalanobi:[],mai:[7,28,41,42,43,45],main:[2,48],mainli:46,maintain:48,make:1,mann:[1,33],marusich:[1,40,48],master:[6,7],match:47,math:[],mathwork:[],matlab:[1,4,6,7,10,11,19,48],matlabcentr:[],matplotlib:[],matrix:[],mauchli:[31,38,42,43,44],mcclave1991:[1,4,36],mean:[3,4,9,12,13,17,19,24,25,35,36,38,46,48],measur:[1,4,7,13,15,19,22,24,25,28,31,34,35,36,38,39,40,44,45,47,48],median:[1,28,29,30,33,47],median_absolute_devi:29,melt:[],memori:[],messag:[],meth:[],method:[1,3,8,15,17,18,19,23,26,32,34,35,36,44,48],might:[],mind:[4,38],minimum:19,minor:[],misc:1,miscellan:1,mise:14,miss:[15,31,38,45],mistak:1,mix:[4,31,35,38,39],mixed_anova:[1,4,38,39,48],mne:39,mode:[9,14,48],model:[3,31,35],moder:[],modul:1,moment:[19,34],monoton:[19,34],more:[4,13,24,28,31,38,40,42,43,44,48],most:[],multipl:[1,8,9,23,26,32,34,40],multivari:[],multivariate_norm:[17,19,48],must:[14,17,18,19,21,28,33,46,47],mydata:[],n_boot:17,n_group:[22,44],n_observ:[],n_repetit:[],n_subj:[22,44],nagao:44,name:[3,4,21,24,27,28,31,32,34,35,36,38,39,40],nan:[10,11,19,24,28,31,34,38,40,45],navig:[2,48],ncbi:[],ndarrai:[],need:[7,17,31,38,48],neg:23,negcorr:23,net:[],neuro:9,neurosci:19,neurotic:34,ngroup:5,nice:[],night:[],nih:[],nlm:[],non:[1,4,14,28,31,33,38,39,47],none:[3,4,7,12,13,14,15,16,17,18,24,27,28,29,31,34,35,36,38,39,40,46],nonparametr:[19,34],norm:41,normal:[1,15,17,19,25,29,34,42,43,44,45],note:[3,4,5,6,7,9,10,11,13,14,15,19,22,24,27,28,33,34,36,38,39,40,44,45,46,47,48],notebook:[1,2,48],now:[1,3],np2:[4,31,38,39,48],ntot:5,nuisanc:3,number:[5,9,12,13,14,17,28,37],numer:[1,31,38,39],numpi:[9,15,17,25,33,42,43,45,47,48],observ:[7,15,16,18,19,33,45,47],occas:40,odd:[1,15,18,35,36],often:3,old:1,one:[1,3,4,5,7,10,11,13,14,19,24,31,32,33,34,35,36,38,39,40,42,43,44,45,46,47,48],onli:[3,7,14,16,17,19,24,35,46,48],open:[2,19,34,48],oper:18,opposit:[],option:[16,17,18,29],order:[19,34],ordin:[19,34],org:[19,25,29,37,40],orient:9,origin:[17,18,48],ortiz:[],other:[1,3,24,38],our:[],outcom:[],outlier:[19,30,34,48],output:[1,3,4,8,15,16,23,24,26,28,31,32,34,35,38,39],output_typ:18,packag:[1,19,24,38,39,40,48],paco2:40,padjust:[34,35,48],page:[],pain:[4,36],pain_anova:4,pair:[1,7,15,35,40,45,46,47,48],pairwis:[1,32,34,35,36],pairwise_corr:[1,48],pairwise_ttest:[32,48],pairwise_tukei:1,panda:[1,3,4,19,22,24,28,31,33,34,35,36,38,39,44,45,47],paramet:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47],parametr:[1,4,17,19,28,33,34,38,39,47],pars:[],partial:[4,5,31,38,39],particular:[],pass:17,path:[3,4,24,28,31,34,35,38,39],patient:[],pearson:[1,6,18,19,34],penguin:[],pep8:1,per:[],percbend:[19,34],percentag:[1,19,34],perfectli:39,perform:[],permut:17,pernet:[1,19,48],pingouin:[1,2],pip:[1,48],pivot:[17,22,44],placebo:[],plain:37,pleas:[1,2,10,11,19,34,40,48],plot:[1,17,31],pmc3397314:[],pmc:[],pointplot:[],popul:[14,25,28],populatoin:14,posit:[19,23],post1:[],post2:[],post3:[],post:[32,35,36,45],post_hoc:35,posteriori:17,posthoc:48,power:[1,5,19,45,46,48],practic:[],pre:[45,48],presenc:1,present:[1,21],pretti:[37,48],primari:3,print:[5,6,7,8,10,11,14,15,16,17,18,23,25,26,32,33,35,37,42,43,46,47,48],print_tabl:[4,24,28,31,34,35,38,48],prior:[],priori:[7,45],probabl:46,procedur:[17,36],product:[19,34],program:48,project:37,properti:44,protect:[19,34],proven:36,provid:48,psychol:19,psycholog:[],psychometrika:19,pull:48,purpos:9,pval:[8,10,11,14,23,26,32],pval_correct:[8,23,26],pvals_corr:[8,23,26,32],pvals_correct:32,pvalu:[8,23,26,32,34,35],pypi:37,python:[1,3,4,11,24,27,28,31,34,35,38,39,48],qualiti:27,quantifi:[6,7],quantit:27,quantiti:13,radian:[9,10,11,12,13,14],rais:[],rand:43,randn:[],random:[11,15,17,19,25,33,42,43,45,48],rank:[1,19,24,33,34,47],raphael:48,raphaelvallat:48,rate:[8,23,26,27],rater:27,rather:[22,44],ratio:[1,15,18,35,36],raw:[6,7,25],rayleigh:14,rbc:[33,47],read:[3,21],read_csv:[4,24,28,31,35,38,39],read_dataset:[1,3,4,9,27,34,36,40],readabl:[],real:27,reason:[],reciproc:[],recommend:45,ree:19,refer:[19,48],regress:3,reject:[8,23,26,32],relat:[7,45,46,47],relationship:[19,34],releas:1,reli:[],reliabl:[24,27],remov:[10,11,15,19,24,28,31,34,38,40,45],remove_na:[31,38],remove_nan:[],repeat:[1,4,7,15,22,24,31,36,38,39,40,44,45,46,47,48],report:[1,4,38,48],repositori:48,repres:[],request:48,requir:[1,17,18,19,34,48],reshap:[],respect:[],result:[3,4,9,12,13,14,24,31,34,38,48],return_bw:3,return_desc:35,return_dist:17,revers:18,rho:[19,34],richardson:[4,38],rm_anova2:[1,4,31,38],rm_anova:[1,4,31,39],rm_corr:[1,3],rmcorr:40,robust:[1,19,34],rouder:[7,45],round:25,rousselet:[1,19,48],row:[15,45],rst:[],rule:[1,28,30],run:48,sake:[],same:[4,5,24,25,27,30,38,47],sampl:[1,5,6,7,9,12,13,14,16,17,18,19,25,28,30,33,36,41,42,43,45,46,47],sample1:[41,42,43],sample2:[41,42,43],satisfi:[],satterthwait:[],scale:[7,9,15,27,29,42,45],schwarzkopf:[1,19,34],scienc:[],scientist:[],scikit:19,scipi:48,score:[1,3,25,27],scorer:27,seaborn:17,second:[7,10,11,15,19,33,34,35,36,45,47],see:[4,6,7,9,25,29,37,48],seed:[15,17,19,25,33,42,43,45,48],select:15,separ:45,set:[8,15,16,18,19,23,26,33,45,47],set_opt:[],setup:48,sever:[1,48],shade:[],shape:[22,25,30,44],shepherd:[1,19,34,48],should:[4,38],show:[],side:[7,10,11,19,33,34,35,36,40,45,46,47,48],sign:[1,47],signific:[5,32,35,36,44,46],significantli:[],similar:[],simpl:[14,37,48],simpli:[],singl:[4,38,45],siow:[6,7],site:1,size:[1,4,5,6,7,15,16,17,18,25,28,31,33,35,36,38,39,42,43,45,46,47],skip:[1,19],sklearn:19,sleep:[],sleep_dataset:[],slightli:39,small:[7,28,45],smaller:[7,45],sns:17,softwar:48,some:1,sourc:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],sourceforg:[],space:[13,14],speak:[19,34],spearman:[1,19,34],specifi:[3,4,7,10,11,14,16,19,22,24,28,31,33,34,35,38,39,40,45,46,47],spher:[31,38],spheric:[1,31,38,39,42,43,44,48],sphertest:[],split:[1,31],spread:13,spss:[],sqrt:45,squar:[1,3,4,5,15,18,19,24,28,31,34,35,36,38,39,44],standard:[1,17,19,25,34,36,42],start:[],stat:[6,7,19,24,28,33,34,35,36,45,47,48],statist:[1,3,13,14,15,18,24,27,28,31,38,40,44,46,48],statsmodel:[1,3],std:[1,25,35],step:[32,34,35],str:44,strictli:[19,34],string:[3,4,7,10,11,15,16,17,18,19,21,22,24,27,28,31,32,33,34,35,36,37,38,39,40,41,45,46,47],strong:[19,34],student:3,studi:46,subject:[1,24,27,31,35,38,39,40,48],submit:48,subset:[],suggest:[],sugiura:44,sum:[3,4,33],summari:[1,3,4,19,24,28,31,33,34,35,36,37,38,39,45,47],sup:[],suppli:[13,14],support:[1,3],sure:1,svg:[],tabl:[3,4,24,28,31,34,35,37,38,39,48],tablefmt:37,tabul:37,tail:[7,10,11,19,33,34,35,36,40,45,46,47,48],take:[],taken:[],target:[],tau:[19,34],teach:3,techniqu:40,test:[1,3,4,5,7,8,13,14,19,23,24,26,28,31,32,33,34,35,36,38,39,40,41,42,43,44,45,46,47],test_homoscedast:[43,44],test_norm:[42,44,48],test_spher:[1,42,43],than:[24,25,39,48],thei:[],themselv:[],therefor:39,thi:[1,12,13,23,31,33,38,41,48],those:[24,38,39],three:[],threshold:[4,36],thumb:[],ties:[24,28,33],tile:48,time:[24,31,35,38,39,48],too:28,tool:[6,7],toolbox:[10,11,19,48],total:[5,16,27],tranform:9,transform:9,translat:[27,48],treatment:[3,39],tree:7,trujillo:[],ttest:[7,48],ttest_ind:48,tukei:36,tutori:1,tval:16,two:[1,4,7,10,11,15,16,17,18,19,31,33,34,35,36,38,39,40,42,43,45,46,47],txt:48,type:[3,17,18,31,35,36,38,45,48],typic:28,unbias:[1,15,18,35,36],unc:[3,4,24,28,31,34,35,38,39,48],uncorrect:[3,4,10,11,24,28,31,32,34,35,38,39],under:[1,15,18,35,36],unequ:[36,45],uniform:[14,33],uniformli:14,unimod:9,uniqu:[],univari:[19,34],unlik:[19,34],unpair:45,upper:27,urai:[6,7],use:[1,6,7,19,22,34,44],used:[3,13,14,16,24,32,34,35],useful:[17,35],uses:[1,15,17,33,42,45],using:[5,17,19,23,32,34,35,38,45],val:[19,33,35,36,45,47,48],valid:[19,21,36],vallat:48,valu:[3,4,5,7,8,9,10,11,14,15,16,19,23,24,25,26,28,31,32,33,34,35,36,38,39,40,42,43,44,45,47,48],variabl:[3,4,10,11,19,24,27,28,31,34,35,36,38,39,40,48],varianc:[15,42,43,44,45],variat:27,vector:[9,12,13,14,17,18],veri:[],version:[22,28,33,47],visit:48,visual:[],von:14,wagemak:6,wai:[1,4,5,19,24,31,36,38,39],walli:[1,28],want:48,warn:[],warranti:48,weekdai:[],welch:45,welcom:48,well:[],were:48,wetzel:6,what:48,when:[1,7,16,25,35,45,46],whether:[3,7,10,11,19,30,31,33,34,35,36,38,40,45,46,47],which:[3,19,28,34],whitnei:[1,33],who:48,wide:[],width:[],wiki:[25,29],wikipedia:[25,29],wilcox:[1,19,30,34,48],wilcoxon:[1,33],window:1,wine:27,wise:[],within:[1,3,24,31,35,38,39,40,48],without:[3,4,21,24,28,31,34,35,38,39],word:[],work:28,would:[6,7],written:48,www:[27,40],yekuti:[23,32,34,35],yet:48,you:[6,7,24,38,48],your:[22,44],zellner:[6,7],zimmerman:45},titles:["API reference","What\u2019s new","Examples","pingouin.ancova","pingouin.anova","pingouin.anova_power","pingouin.bayesfactor_pearson","pingouin.bayesfactor_ttest","pingouin.bonf","pingouin.circ_axial","pingouin.circ_corrcc","pingouin.circ_corrcl","pingouin.circ_mean","pingouin.circ_r","pingouin.circ_rayleigh","pingouin.compute_effsize","pingouin.compute_effsize_from_t","pingouin.compute_esci","pingouin.convert_effsize","pingouin.corr","pingouin.datasets.list_dataset","pingouin.datasets.read_dataset","pingouin.epsilon","pingouin.fdr","pingouin.friedman","pingouin.gzscore","pingouin.holm","pingouin.intraclass_corr","pingouin.kruskal","pingouin.mad","pingouin.madmedianrule","pingouin.mixed_anova","pingouin.multicomp","pingouin.mwu","pingouin.pairwise_corr","pingouin.pairwise_ttests","pingouin.pairwise_tukey","pingouin.print_table","pingouin.rm_anova","pingouin.rm_anova2","pingouin.rm_corr","pingouin.test_dist","pingouin.test_homoscedasticity","pingouin.test_normality","pingouin.test_sphericity","pingouin.ttest","pingouin.ttest_power","pingouin.wilcoxon","Installation"],titleterms:{"1dev":[],"function":[],"new":1,One:48,The:[],Using:[],abov:[],acknowledg:48,all:[],ancova:3,anova:[0,4,48],anova_pow:5,api:0,april:1,arrai:[],assumpt:[],august:1,author:[],bayesfactor_pearson:6,bayesfactor_ttest:7,bayesian:0,between:48,binder:[],bonf:8,bonu:[],calcul:[],chanegelog:[],changelog:[],check:[],circ_axi:9,circ_corrcc:10,circ_corrcl:11,circ_mean:12,circ_r:13,circ_rayleigh:14,circular:0,column:48,comparison:[0,48],comput:[],compute_effs:15,compute_effsize_from_t:16,compute_esci:17,content:48,convert:48,convert_effs:18,corr:19,correct:48,correl:[0,48],current:[],data:48,datafram:48,dataset:[0,20,21],depend:48,descript:[],design:[],dev:[],develop:48,direct:[],distribut:0,document:[],effect:[0,48],epsilon:22,exampl:2,factor:[],fake:[],fdr:23,featur:[],friedman:24,from:[],futur:[],group:[],gzscore:25,hoc:48,holm:26,insomnia:[],instal:48,interact:[],intraclass_corr:27,introduct:[],juli:1,june:1,kruskal:[28,48],laken:[],list_dataset:20,load:[],mad:29,madmedianrul:30,mahal:[],main:[],mean:[],measur:[],minut:48,miscellan:0,mix:48,mixed_anova:31,multicomp:32,multipl:[0,48],mwu:33,non:48,normal:48,numpi:[],one:[],output:48,pairwis:48,pairwise_corr:34,pairwise_ttest:35,pairwise_tukei:36,panda:48,parametr:48,pearson:48,perform:[],pingouin:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],post:48,power:0,print_tabl:37,quick:48,read_dataset:21,refer:0,repeat:[],reshape_data:[],rm_anova2:39,rm_anova:38,rm_corr:40,robust:48,septemb:1,size:[0,48],start:48,std:[],studi:[],summari:[],support:[],test:[0,48],test_dist:41,test_homoscedast:42,test_norm:43,test_spher:44,ttest:45,ttest_pow:46,tutori:[],two:48,user:48,using:48,valu:[],wai:48,walli:48,what:1,wilcoxon:47,within:[]}})
\ No newline at end of file
pingouin
pingouin
-
+
pingouin
-
+