. . "Mathematical statistics." . . "Statistics." . . "MATHEMATICS Applied." . . . "Electronic books"@en . . . "Electronic books" . . . "The objective of this book is to compare the statistical properties of penalty and non-penalty estimation strategies for some popular models. Specifically, it considers the full model, submodel, penalty, pretest and shrinkage estimation techniques for three regression models before presenting the asymptotic properties of the non-penalty estimators and their asymptotic distributional efficiency comparisons. Further, the risk properties of the non-penalty estimators and penalty estimators are explored through a Monte Carlo simulation study. Showcasing examples based on real datasets, the book wi."@en . . . . . . . . . . . "Penalty, shrinkage and pretest strategies : variable selection and estimation"@en . "Penalty, shrinkage and pretest strategies : variable selection and estimation" . "Penalty, Shrinkage and Pretest Strategies Variable Selection and Estimation" . "Penalty, Shrinkage and Pretest Strategies Variable Selection and Estimation"@en . . . . . . "Statistique mathématique." . . "MATHEMATICS Probability & Statistics General." . .