The Resource Analyzing longitudinal clinical trial data : a practical guide, Craig Mallinckrodt, Ilya Lipkovich

Analyzing longitudinal clinical trial data : a practical guide, Craig Mallinckrodt, Ilya Lipkovich

Label
Analyzing longitudinal clinical trial data : a practical guide
Title
Analyzing longitudinal clinical trial data
Title remainder
a practical guide
Statement of responsibility
Craig Mallinckrodt, Ilya Lipkovich
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
Analyzing longitudinal clinical trial data: a practical guide provides practical and easy to implement approaches for bringing the latest theory on analysis of longitudinal clinical trial data into routine practice. The book, with its example-oriented approach that includes numerous SAS and R code fragments, is an essential resource for statisticians and graduate students specializing in medical research. The authors provide clear descriptions of the relevant statistical theory and illustrate practical considerations for modeling longitudinal data. Topics covered include choice of endpoint and statistical test; modeling means and the correlations between repeated measurements; accounting for covariates; modeling categorical data; model verification; methods for incomplete (missing) data that includes the latest developments in sensitivity analyses, along with approaches for and issues in choosing estimands; and means for preventing missing data. Each chapter stands alone in its coverage of a topic. The concluding chapters provide detailed advice on how to integrate these independent topics into an over-arching study development process and statistical analysis plan
Cataloging source
N$T
http://library.link/vocab/creatorDate
1958-
http://library.link/vocab/creatorName
Mallinckrodt, Craig H.
Index
no index present
LC call number
R853.C55
LC item number
M33738 2017eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
W 20.55.C5
http://library.link/vocab/relatedWorkOrContributorName
  • Lipkovich, Ilya
  • ENGnetBASE
http://library.link/vocab/subjectName
  • Clinical trials
  • Clinical trials
  • MEDICAL / Pharmacology
  • Clinical Trials as Topic
Label
Analyzing longitudinal clinical trial data : a practical guide, Craig Mallinckrodt, Ilya Lipkovich
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781351737692
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
WorldCat record--jaz
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Stock number
978297
System control number
  • (OCoLC)965905270
  • (OCoLC)ocn965905270
Label
Analyzing longitudinal clinical trial data : a practical guide, Craig Mallinckrodt, Ilya Lipkovich
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781351737692
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
WorldCat record--jaz
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Stock number
978297
System control number
  • (OCoLC)965905270
  • (OCoLC)ocn965905270

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