عنوان
پدید آورنده
موضوع
رده
QA 279.5 .C65 2006
QA
279
.
5
.
C65
2006
کتابخانه
محل استقرار
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
English
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Bayesian statistical modelling
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Chichester, England
Name of Publisher, Distributor, etc.
John Wiley & Sons
Date of Publication, Distribution, etc.
2006
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xi, 573 p. : illus, tables.
SERIES
Other Title Information
Wiley series in probability and statistics
GENERAL NOTES
Text of Note
Includes bibliographical references and index
NOTES PERTAINING TO TITLE AND STATEMENT OF RESPONSIBILITY
Text of Note
Peter Congdon
ORIGINAL VERSION NOTE
Text of Note
1
CONTENTS NOTE
Text of Note
Introduction : the Bayesian method, its benefits and implementation -- Bayesian model choice, comparison and checking -- The major densities and their application -- Normal linear regression, general linear models and log-linear models -- Hierarchical priors for pooling strength and overdispersed regression modelling -- Discrete mixture priors -- Multinomial and ordinal regression models -- Time series models -- Modelling spatial dependencies -- Nonlinear and nonparametric regression -- Multilevel and panel data models -- Latent variable and structural equation models for multivariate data -- Survival and event history analysis -- Missing data models -- Measurement error, seemingly unrelated regressions, and simultaneous eqations
TOPICAL NAME USED AS SUBJECT
Entry Element
، Bayesian statistical decision theory
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5/42
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA
279
.
5
.
C65
2006
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Congdon, P.
Relator Code
AU
TI
SE
