Praise for the First Edition of Statistical Analysis with Missing Data"An important contribution to the applied statistics literature.... I give the book high marks for unifying and making accessible much of the past and current work in this important area." William E. Strawderman, Rutgers University"This book...provide[s] interesting real-life examples, stimulating end-of-chapter exercises, and up-to-date references. It should be on every applied statisticians bookshelf." The Statistician"The book should be studied in the statistical methods department in every statistical agency." Journal of Official StatisticsStatistical analysis of data sets with missing values is a pervasive problem for which standard methods are of limited value. The first edition of Statistical Analysis with Missing Data has been a standard reference on missing-data methods. Now, reflecting extensive developments in Bayesian methods for simulating posterior distributions, this Second Edition by two acknowledged experts on the subject offers a thoroughly up-to-date, reorganized survey of current methodology for handling missing-data problems.Blending theory and application, authors Roderick Little and Donald Rubin review historical approaches to the subject and describe rigorous yet simple methods for multivariate analysis with missing values. They then provide a coherent theory for analysis of problems based on likelihoods derived from statistical models for the data and the missing-data mechanism and apply the theory to a wide range of important missing-data problems.The new edition now enlarges its coverage to include:Expanded coverage of Bayesian methodology, both theoretical and computational, and of multiple imputationAnalysis of data with missing values where inferences are based on likelihoods derived from formal statistical models for the data-generating and missing-data mechanismsApplications of the approach in a variety of contexts including regression, factor analysis, contingency table analysis, time series, and sample survey inferenceExtensive references, examples, and exercisesAmstat News asked three review editors to rate their top five favorite books in the September 2003 issue. Statistical Analysis With Missing Data was among those chosen.
Il n'y a pas encore de discussion sur ce livre
Soyez le premier à en lancer une !
A gagner : des exemplaires de cette BD jeunesse sur fond de légendes celtiques !
L'autrice coréenne nous raconte l'histoire de son pays à travers l’opposition et l’attirance de deux jeunes adolescents que tout oppose
Mêlant la folie à l’amour, l’auteur nous offre le portrait saisissant d’une « femme étrange » bousculant les normes binaires de l’identité sexuelle
Dans ce recueil de 13 nouvelles, la jeune autrice mexicaine frappe fort mais juste
