Trivellore Raghunathan's Books

Multiple Imputation in Practice

With Examples Using IVEware

By: Trivellore Raghunathan,Patricia A. Berglund,Peter W. Solenberger

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Multiple Imputation in Practice

With Examples Using IVEware

By: Trivellore Raghunathan,Patricia A. Berglund,Peter W. Solenberger

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.

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Page Count

239

Publisher

CRC Press

Published Date

ISBN 10

1351650319

ISBN 13

9781351650311

Missing Data Analysis in Practice

By: Trivellore Raghunathan

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Missing Data Analysis in Practice

By: Trivellore Raghunathan

Missing Data Analysis in Practice provides practical methods for analyzing missing data along with the heuristic reasoning for understanding the theoretical underpinnings. Drawing on his 25 years of experience researching, teaching, and consulting in quantitative areas, the author presents both frequentist and Bayesian perspectives. He describes ea

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