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
Creator
Contributor
Author
Subject
Language
eng
Summary
A modern and practical guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics With an emphasis on hands-on applications, Applied Missing Data Analysis in the Health Sciences outlines the various modern statistical methods for the analysis of missing data. The authors acknowledge the limitations of established techniques and provide newly-developed methods with concrete applications in areas such as causal inference methods and the field of diagnostic medicine
Member of
Cataloging source
DLC
Dewey number
610.72/4
Index
index present
LC call number
R853.S7
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Wiley series in statistics in practice
Label
Applied missing data analysis in the health sciences, Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding
Publication
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
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
Control code
ocn864808991
Extent
1 online resource
Form of item
online
Isbn
9781118573648
Lccn
2013048818
Media category
computer
Media MARC source
rdamedia
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000480
Publisher number
EB00063906
http://library.link/vocab/recordID
.b32458277
Specific material designation
remote
System control number
  • (OCoLC)864808991
  • pebcs0470523816

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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