Multiple Imputation in Practice

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  • Multiple Imputation in Practice Book Detail

  • Author : Trivellore Raghunathan
  • Release Date : 2018-07-20
  • Publisher : CRC Press
  • Genre : Mathematics
  • Pages : 239
  • ISBN 13 : 1351650319
  • File Size : 67,67 MB

Multiple Imputation in Practice by Trivellore Raghunathan PDF Summary

Book Description: 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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Multiple Imputation in Practice

Multiple Imputation in Practice

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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

Multiple Imputation and its Application

Multiple Imputation and its Application

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A practical guide to analysing partially observeddata. Collecting, analysing and drawing inferences from data iscentral to research in the medical and social sc