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Multiple Imputation in Practice "With Examples Using IVEware"

Multiple Imputation in Practice "With Examples Using IVEware"

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  • ISBN:9781498770163
  • Editorial: Crc Press Inc.
  • Fecha de la edición:
  • Encuadernación:
  • Nº Pág.:250
  • Idiomas:Ingles,Inglés

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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.

Basic Concepts

Descriptive Statistics

Linear Models

Generalized Linear Model

Categorical Data Analysis

Survival Analysis

Structural Equation Models

Longitudinal Data Analysis

Complex Survey Data Analysis using BBDESIGN

Sensitivity Analysis

Odds and Ends

Appendices

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