R Statistics Cookbook

Risapopularprogramminglanguagefordevelopingstatisticalsoftware.Thisbookwillbeausefulguidetosolvingcommonandnot-so-commonchallengesinstatistics.Withthisbook,you'llbeequippedtoconfidentlyperformessentialstatisticalproceduresacrossyourorganizationwiththehelpofcutting-edgestatisticaltools.You'llstartbyimplementingdatamodeling,dataanalysis,andmachinelearningtosolvereal-worldproblems.You'llthenunderstandhowtoworkwithnonparametricmethods,mixedeffectsmodels,andhiddenMarkovmodels.Thisbookcontainsrecipesthatwillguideyouinperformingunivariateandmultivariatehypothesistests,severalregressiontechniques,andusingrobusttechniquestominimizetheimpactofoutliersindata.You'llalsolearnhowtousethecaretpackageforperformingmachinelearninginR.Furthermore,thisbookwillhelpyouunderstandhowtointerpretchartsandplotstogetinsightsforbetterdecisionmaking.Bytheendofthisbook,youwillbeabletoapplyyourskillstostatisticalcomputationsusingR3.5.Youwillalsobecomewell-versedwithawidearrayofstatisticaltechniquesinRthatareextensivelyusedinthedatascienceindustry.