The Resource Multiple imputation and its application, James R. Carpenter, Michael G. Kenward, (electronic resource)

Multiple imputation and its application, James R. Carpenter, Michael G. Kenward, (electronic resource)

Label
Multiple imputation and its application
Title
Multiple imputation and its application
Statement of responsibility
James R. Carpenter, Michael G. Kenward
Creator
Contributor
Subject
Language
eng
Summary
"This book is written with three main aims; to provide a thorough introduction to the general MI methods, to provide a detailed discussion of the practical use of the MI method and to present real-world examples drawn from the field of biostatistics"--Provided by publisher
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
Statistics in practice
Label
Multiple imputation and its application, James R. Carpenter, Michael G. Kenward, (electronic resource)
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- The multiple imputation procedure and its justification -- Multiple imputation of quantitative data -- Multiple imputation of binary and ordinal data -- Multiple imputation of unordered categorical data -- Nonlinear relationships -- Interactions -- Survival data, skips and large datasets -- Multilevel multiple imputation -- Sensitivity analysis: MI unleashed -- Including survey weights -- Robust multiple imputation
Control code
ocn801051995
Dimensions
unknown
Edition
1st ed
Extent
1 online resource
Form of item
online
Isbn
9781118442616
Lccn
2012029308
Media category
computer
Media MARC source
rdamedia
Media type code
c
http://library.link/vocab/recordID
.b2815079x
Specific material designation
remote
System control number
  • (OCoLC)801051995
  • wiley111844261X

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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