Applied Regression Analysis (Wiley Series in Probability and Statistics)

Anoutstandingintroductiontothefundamentalsofregressionanalysis-updatedandexpandedThemethodsofregressionanalysisarethemostwidelyusedstatisticaltoolsfordiscoveringtherelationshipsamongvariables.Thisclassictext,withitsemphasisonclear,thoroughpresentationofconceptsandapplications,offersacomplete,easilyaccessibleintroductiontothefundamentalsofregressionanalysis.Assumingonlyabasicknowledgeofelementarystatistics,AppliedRegressionAnalysis,ThirdEditionfocusesonthefittingandcheckingofbothlinearandnonlinearregressionmodels,usingsmallandlargedatasets,withpocketcalculatorsorcomputers.ThisThirdEditionfeaturesseparatechaptersonmulticollinearity,generalizedlinearmodels,mixtureingredients,geometryofregression,robustregression,andresamplingprocedures.Extensivesupportmaterialsincludesetsofcarefullydesignedexerciseswithfullorpartialsolutionsandaseriesoftrue/falsequestionswithanswers.Alldatasetsusedinboththetextandtheexercisescanbefoundonthecompaniondiskatthebackofthebook.Foranalysts,researchers,andstudentsinuniversity,industrial,andgovernmentcoursesonregression,thistextisanexcellentintroductiontothesubjectandanefficientmeansoflearninghowtouseavaluableanalyticaltool.Itwillalsoproveaninvaluablereferenceresourceforappliedscientistsandstatisticians.