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Book Cover
E-book
Author Zhou, Xiao-Hua, author.

Title Applied missing data analysis in the health sciences / Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding
Published Hoboken, New Jersey : John Wiley & Sons, [2014]

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Description 1 online resource
Series Statistics in practice.
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
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
Bibliography Includes bibliographical references and index
Notes Print version record and CIP data provided by publisher
Subject Medical statistics.
Medicine -- Research -- Statistical methods
Data Interpretation, Statistical
Biomedical Research -- methods
Models, Statistical
Research Design
HEALTH & FITNESS -- Holism.
HEALTH & FITNESS -- Reference.
MEDICAL -- Alternative Medicine.
MEDICAL -- Atlases.
MEDICAL -- Essays.
MEDICAL -- Family & General Practice.
MEDICAL -- Holistic Medicine.
MEDICAL -- Osteopathy.
Medical statistics
Medicine -- Research -- Statistical methods
Genre/Form Medical statistics
Medical statistics.
Form Electronic book
Author Zhou, Chuan, 1972- author.
Liu, Danping, 1981- author.
Ding, Xiaobo, author.
LC no. 2013048818
ISBN 9781118573648
1118573641
9781118573631
1118573633
9781118573716
1118573714
0470523816
9780470523810