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Multiple imputation in practice : with examples using IVEware

Author: Trivellore Raghunathan; Patricia A Berglund; Peter Solenberger
Publisher: Boca Raton, Florida : CRC Press, [2018] ©2018
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Raghunathan, Trivellore.
Multiple imputation in practice.
Boca Raton, Florida : CRC Press, [2019]
(DLC) 2018005310
(OCoLC)1025434910
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Trivellore Raghunathan; Patricia A Berglund; Peter Solenberger
ISBN: 9781498770170 1498770177 9781315154275 1315154277 9781351650311 1351650319 9781351640794 1351640798
OCLC Number: 1046084887
Description: 1 online resource (xiv, 250 pages)
Contents: 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.
Responsibility: Trivellore Raghunathan, Patricia A. Berglund, Peter W. Solenberger.

Abstract:

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

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