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The Resource Statistical analysis of panel count data, Jiangua Sun, Singqiu Zhao

Statistical analysis of panel count data, Jiangua Sun, Singqiu Zhao

Label
Statistical analysis of panel count data
Title
Statistical analysis of panel count data
Statement of responsibility
Jiangua Sun, Singqiu Zhao
Creator
Contributor
Subject
Language
eng
Summary
Panel count data occur in studies that concern recurrent events, or event history studies, when study subjects are observed only at discrete time points. By recurrent events, we mean the event that can occur or happen multiple times or repeatedly. Examples of recurrent events include disease infections, hospitalizations in medical studies, warranty claims of automobiles or system break-downs in reliability studies. In fact, many other fields yield event history data too such as demographic studies, economic studies and social sciences. For the cases where the study subjects are observed continuously, the resulting data are usually referred to as recurrent event data. This book collects and unifies statistical models and methods that have been developed for analyzing panel count data. It provides the first comprehensive coverage of the topic. The main focus is on methodology, but for the benefit of the reader, the applications of the methods to real data are also discussed along with numerical calculations. There exists a great deal of literature on the analysis of recurrent event data. This book fills the void in the literature on the analysis of panel count data. This book provides an up-to-date reference for scientists who are conducting research on the analysis of panel count data. It will also be instructional for those who need to analyze panel count data to answer substantive research questions. In addition, it can be used as a text for a graduate course in statistics or biostatistics that assumes a basic knowledge of probability and statistics
Member of
Cataloging source
BTCTA
http://library.link/vocab/creatorDate
1961-
http://library.link/vocab/creatorName
Sun, Jianguo
Illustrations
illustrations
Index
index present
LC call number
H61.26
LC item number
.S86 2013
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Zhao, Xingqiu
Series statement
Statistics for biology and health,
http://library.link/vocab/subjectName
Panel analysis
Label
Statistical analysis of panel count data, Jiangua Sun, Singqiu Zhao
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Introduction -- Poisson models and parameter inference -- Nonparametric estimation -- Nonparametric comparison of point processes -- Regression analysis of panel count data I -- Regression analysis of panel count data II -- Analysis of multivariate panel count data -- Other topics -- Some sets of data
Control code
857962817
Dimensions
23 cm.
Extent
xv, 271 pages
Isbn
9781461487142
Lccn
2013947164
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)857962817
Label
Statistical analysis of panel count data, Jiangua Sun, Singqiu Zhao
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Introduction -- Poisson models and parameter inference -- Nonparametric estimation -- Nonparametric comparison of point processes -- Regression analysis of panel count data I -- Regression analysis of panel count data II -- Analysis of multivariate panel count data -- Other topics -- Some sets of data
Control code
857962817
Dimensions
23 cm.
Extent
xv, 271 pages
Isbn
9781461487142
Lccn
2013947164
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)857962817

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