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ThinkBayes
IfyouknowhowtoprogramwithPythonandalsoknowalittleaboutprobability,you’rereadytotackleBayesianstatistics.Withthisbook,you'lllearnhowtosolvestatisticalproblemswithPythoncodeinsteadofmathematicalnotation,andusediscreteprobabilitydistributionsinsteadofcontinuousmathematics.Onceyougetthemathoutoftheway,theBayesianfundamentalswillbecomeclearer,andyou’llbegintoapplythesetechniquestoreal-worldproblems.Bayesianstatisticalmethodsarebecomingmoreco妹妹onandmoreimportant,butnotmanyresourcesareavailabletohelpbeginners.BasedonundergraduateclassestaughtbyauthorAllenDowney,thisbook’scomputationalapproachhelpsyougetasolidstart.