Multiple Imputation in Practice Using IVEware

✍ Scribed by Berglund, Patricia A.; Raghunathan, Trivellore; Solenberger, Peter W

• Publisher: CRC Press
• Year: 2017
• Tongue: English
• Leaves: 265
• Edition: First edition
• Category: Library

✦ Synopsis

"Multiple Imputation is a versatile and general purpose method for analyzing data with some missing values. One popular approach is called sequential regression multivariate imputation, and the authors here have developed a free software package called IVEware that uses this approach. This package works as a standalone, or can be called into SAS, STATA, SPSS, and R. It is widely used in research, notably in the survey methodology community. This book provides a practical introduction to multiple imputation using IVEware. It covers simple and more complex models, and includes a range of case studies from clinical trials, social studies and sample surveys."--Provided by publisher.  Read more...

Abstract:

Authors have developed a software for analyzing mathematical data, IVEware.  Read more...

✦ Table of Contents

Content: Basic ConceptsDescriptive StatisticsLinear ModelsGeneralized Linear ModelCategorical Data AnalysisSurvival AnalysisStructural Equation ModelsLongitudinal Data AnalysisComplex Survey Data Analysis using BBDESIGNSensitivity AnalysisOdds and EndsAppendices

✦ Subjects

Statistical Computing.;Statistical Theory & Methods.;Psychological Methods & Statistics.;STATSnetBASE.;SCI-TECHnetBASE.;STMnetBASE.