عنوان

Multiple imputation in practice :

(Number (ISBN

1315154277

(Number (ISBN

1351640798

(Number (ISBN

1351650319

(Number (ISBN

1498770177

(Number (ISBN

9781315154275

(Number (ISBN

9781351640794

(Number (ISBN

9781351650311

(Number (ISBN

9781498770170

Erroneous ISBN

1498770169

Erroneous ISBN

9781498770163

Title Proper

Multiple imputation in practice :

General Material Designation

[Book]

Other Title Information

with examples using IVEware /

First Statement of Responsibility

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

Place of Publication, Distribution, etc.

Boca Raton :

Name of Publisher, Distributor, etc.

A Chapman and Hall Book,

Date of Publication, Distribution, etc.

[2018]

Specific Material Designation and Extent of Item

1 online resource

Text of Note

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

Text of Note

Includes bibliographical references and index.

Text of Note

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.

0

Text of Note

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.--

Source for Acquisition/Subscription Address

Ingram Content Group

Stock Number

9781498770170

Title

Multiple imputation in practice

International Standard Book Number

9781498770163 (hardback : alk. paper)

Missing observations (Statistics)

Multivariate analysis-- Data processing.

Multivariate analysis.

MATHEMATICS / Applied

MATHEMATICS / Probability & Statistics / General

Missing observations (Statistics)

Multivariate analysis-- Data processing.

Multivariate analysis.

MAT-- 003000

MAT-- 029000

Number

Edition

Class number

Raghunathan, Trivellore

Berglund, Patricia A.

Solenberger, Peter, (Peter W.)

Date of Transaction

20200822171136.0

Cataloguing Rules (Descriptive Conventions))

rda

Electronic name

[Book]

Y