:strategies for Bayesian modeling and sensitivity analysis
First Statement of Responsibility
/ Michael J. Daniels, Joseph W. Hogan
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton
Name of Publisher, Distributor, etc.
: Chapman & Hall/CRC,
Date of Publication, Distribution, etc.
, c2008.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xx, 303 p.
Other Physical Details
: ill.
Dimensions
; 25 cm.
SERIES
Series Title
(Monographs on statistics and applied probability
Volume Designation
; 109.)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print - Electronic
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. 271-291) and indexes.
CONTENTS NOTE
Text of Note
Description of motivating examples -- Regression models -- Methods of Bayesian inference -- Worked examples using complete data -- Missing data mechanisms and longitudinal data -- Inference about full-data parameters under ignorability -- Case studies : ignorable missingness -- Models for handling nonignorable missingness -- Informative priors and sensitivity analysis -- Case studies : nonignorable missingness.
SERIES
Title
Monographs on statistics and applied probability
Volume Number
109
TOPICAL NAME USED AS SUBJECT
Missing observations (Statistics)
Longitudinal method.
Sensitivity theory (Mathematics)
Bayesian statistical decision theory.
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA276
Book number
.
D3146
2008
PERSONAL NAME - PRIMARY RESPONSIBILITY
Daniels, Michael Joseph
PERSONAL NAME - SECONDARY RESPONSIBILITY
Hogan, Joseph W
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling and Sensitivity Analysis