Statisticalmethodsareakeytoolforallscientistsworkingwithdata,butlearningthebasicscontinuestochallengesuccessivegenerationsofstudents.Thisaccessibletextbookprovidesanup-to-dateintroductiontotheclassicaltechniquesandmodernextensionsoflinearmodelanalysis-oneofthemostusefulapproachesforinvestigatingscientificdatainthelifeandenvironmentalsciences.Whilesomeofthefoundationalanalyses(e.g.ttests,regression,ANOVA)areasusefulnowasever,bestpracticemovesonandtherearemanynewgeneraldevelopmentsthatoffergreatpotential.Thebookemphasizesanestimation-basedapproachthattakesaccountofrecentcriticismsofover-useofprobabilityvaluesandintroducesthealternativeapproachthatusesinformationcriteria.ThisneweditionincludesthelatestadvancesinRandrelatedsoftwareandhasbeenthoroughly“road-tested“overthelastdecadetocreateaproventextbookthatteacheslinearandgeneralizedlinearmodelanalysistostudentsofecology,evolution,andenvironmentalstudies(includingworkedanalysesofdatasetsrelevanttoallthreedisciplines).WhileRisusedthroughout,thefocusremainsfirmlyonstatisticalanalysis.TheNewStatisticswithRissuitableforseniorundergraduateandgraduatestudents,professionalresearchers,andpractitionersinthefieldsofecology,evolutionandenvironmentalstudies.