Statistical Modeling with R

NT $2800.00
NT $2520.00


Todate,statisticshastendedtobeneatlydividedintotwotheoreticalapproachesorframeworks:frequentist(orclassical)andBayesian.Scientiststypicallychoosethestatisticalframeworktoanalysetheirdatadependingonthenatureandcomplexityoftheproblem,andbasedontheirpersonalviewsandpriortrainingonprobabilityanduncertainty.Althoughtextbooksandcoursesshouldreflectandanticipatethisdualreality,theyrarelydoso.Thisaccessibletextbookexplains,discusses,andappliesboththefrequentistandBayesiantheoreticalframeworkstofitthedifferenttypesofstatisticalmodelsthatallowananalysisofthetypesofdatamostcommonlygatheredbylifescientists.Itpresentsthematerialinaninformal,approachable,andprogressivemannersuitableforreaderswithonlyabasicknowledgeofcalculusandstatistics.StatisticalModelingwithRisaimedatseniorundergraduateandgraduatestudents,professionalresearchers,andpractitionersthroughoutthelifesciences,seekingtostrengthentheirunderstandingofquantitativemethodsandtoapplythemsuccessfullytorealworldscenarios,whetherinthefieldsofecology,evolution,environmentalstudies,orcomputationalbiology.


EVOLUTION MODELING evolution