Focusingonimplementationratherthantheory,'StatisticalComputingwithR'servesasavaluabletutorial,providingexamplesthatillustrateprogra妹妹ingconceptsinthecontextofpracticalcomputationalproblems.ThisbookpresentsanoverviewofcomputationalstatisticswithanintroductiontotheRcomputingenvironment.Reviewingbasicconceptsinprobabilityandclassicalstatisticalinference,thetextdemonstrateseveryalgorithmthroughfullyimplementedexamplescodedinR.ChapterscovertopicssuchasMonteCarlomethods,clustering,bootstrap,nonparametricregression,densityestimation,andgoodness-of-fit.Manyexercisesareincludedforthestudentswhileasolutionsmanualisincludedfortheinstructor.
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