Multiple Imputation in Practice: With Examples Using IVEware - Couverture rigide

Raghunathan, Trivellore; Berglund, Patricia A.; Solenberger, Peter W.

 
9781498770163: Multiple Imputation in Practice: With Examples Using IVEware
Couverture rigide
ISBN 10 : 1498770169 ISBN 13 : 9781498770163
Editeur : Chapman & Hall/CRC, 2018

Synopsis

Multiple Imputation in Practice: With Examples Using IVEware provides practical guidance on multiple imputation analysis, from simple to complex problems using real and simulated data sets. Data sets from cross-sectional, retrospective, prospective and longitudinal studies, randomized clinical trials, complex sample surveys are used to illustrate both simple, and complex analyses.

Version 0.3 of IVEware, the software developed by the University of Michigan, is used to illustrate analyses. IVEware can multiply impute missing values, analyze multiply imputed data sets, incorporate complex sample design features, and be used for other statistical analyses framed as missing data problems. IVEware can be used under Windows, Linux, and Mac, and with software packages like SAS, SPSS, Stata, and R, or as a stand-alone tool.

This book will be helpful to researchers looking for guidance on the use of multiple imputation to address missing data problems, along with examples of correct analysis techniques.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Trivellore Raghunathan is the director of the Survey Research Center in the Institute for Social Research and professor of biostatistics in the School of Public Health at the University of Michigan. He has published numerous papers in a range of statistical and public health journals. His research interests include applied regression analysis, linear models, design of experiments, sample survey methods, and Bayesian inference.

Patricia A. Berglund is a senior research associate in the Youth and Social Indicators Program and Survey Methodology Program in the Survey Research Center at the University of Michigan's Institute for Social Research.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman & Hall/CRC
Date d'édition
2018
Langue
anglais
ISBN 10 
1498770169
ISBN 13 
9781498770163
Reliure
Relié
Nombre de pages
250
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780367734039: Multiple Imputation in Practice

Edition présentée

ISBN 10 :  0367734036 ISBN 13 :  9780367734039
Editeur : Chapman and Hall/CRC, 2020
Couverture souple