Statsmodels is a Python package that allows users to explore data, estimate statistical models, and perform statistical tests.StatsmodelsFromWikipedia,thefreeencyclopediaJumptonavigationJumptosearchThisarticlemayrelyexcessivelyonsourcestoocloselyassociatedwiththesubject,potentiallypreventingthearticlefrombeingverifiableandneutral.Pleasehelpimproveitbyreplacingthemwithmoreappropriatecitationstoreliable,independent,third-partysources.(September2019)(Learnhowandwhentoremovethistemplatemessage)StatsmodelsisaPythonpackagethatallowsuserstoexploredata,estimatestatisticalmodels,andperformstatisticaltests.Anextensivelistofdescriptivestatistics,statisticaltests,plottingfunctions,andresultstatisticsareavailablefordifferenttypesofdataandeachestimator.ItcomplementsSciPy'sstatsmodule.[1][2]StatsmodelsispartofthePythonscientificstackthatisorientedtowardsdataanalysis,datascienceandstatistics.StatsmodelsisbuiltontopofthenumericallibrariesNumPyandSciPy,integrateswithPandasfordatahandling,andusesPatsy[3]foranR-likeformulainterface.GraphicalfunctionsarebasedontheMatplotliblibrary.StatsmodelsprovidesthestatisticalbackendforotherPythonlibraries.StatmodelsisfreesoftwarereleasedundertheModifiedBSD(3-clause)license.References[edit]^"StatisticalcomputationsandmodelsforusewithSciPy".^http://www.statsmodels.org/^http://patsy.readthedocs.org/en/latest/index.htmlvteScientificsoftwareinPythonNumPySciPymatplotlibpandasscikit-learnscikit-imagestatsmodelsMayaVimoreRetrievedfrom"https://en.wikipedia.org/w/index.php?title=Statsmodels&oldid=979635404"Categories:FreestatisticalsoftwarePython(programminglanguage)Python(programminglanguage)scientificlibrariesHiddencategories:ArticleslackingreliablereferencesfromSeptember2019AllarticleslackingreliablereferencesNavigationmenuPersonaltoolsNotloggedinTalkContributionsCreateaccountLoginNamespacesArticleTalkVariantsViewsReadEditViewhistoryMoreSearchNavigationMainpageContentsCurrenteventsRandomarticleAboutWikipediaContactusDonateContributeHelpLearntoeditCommunit