Multiple Imputation in Practice: With Examples Using IVEware - Brossura

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

 
9780367734039: Multiple Imputation in Practice: With Examples Using IVEware
Brossura
ISBN 10: 0367734036 ISBN 13: 9780367734039
Casa editrice: Chapman and Hall/CRC, 2020

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Chapman and Hall/CRC
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
0367734036
ISBN 13 
9780367734039
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
264
Contatto del produttore
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Germania

Altre edizioni note dello stesso titolo

9781498770163: Multiple Imputation in Practice: With Examples Using IVEware

Edizione in evidenza

ISBN 10:  1498770169 ISBN 13:  9781498770163
Casa editrice: Chapman and Hall/CRC, 2018
Rilegato