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The Resource Applied missing data analysis in the health sciences, Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding

Applied missing data analysis in the health sciences, Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding

Label
Applied missing data analysis in the health sciences
Title
Applied missing data analysis in the health sciences
Statement of responsibility
Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding
Title variation
Applied missing data analysis in health sciences
Creator
Contributor
Author
Subject
Language
eng
Summary
"This book provides a modern, hands-on guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics. It acknowledges the limitations of established techniques and provides concrete applications of newly developed methods. It covers traditional techniques for missing data inference--including likelihood-based, weighted GEE, multiple imputation, and Bayesian methods--and applies the methodology to rapidly developing areas of research. The book is ideal for courses on biostatistics at the upper-undergraduate and graduate levels and for health science researchers and applied statisticians." --
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Assigning source
Unedited summary from book
Cataloging source
DLC
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Wiley series in statistics in practice
Applied missing data analysis in the health sciences, Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding
Label
Applied missing data analysis in the health sciences, Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding
Publication
Copyright
Note
Versions from some providers lack index
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Missing data concepts and motivating examples -- Overview of methods for dealing with missing data -- Design considerations in the presence of missing data -- Crosssectional data methods -- Longitudinal data methods -- Survival analysis under ignorable missingness -- Nonignorable missingness -- Analysis of randomized clinical trials with noncompliance
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781118573631&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4358873'}
Extent
1 online resource
Form of item
online
Isbn
9781118573631
Lccn
2013048818
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Specific material designation
remote

Library Locations

    • Folsom LibraryBorrow it
      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
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