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References (19)
-
Gilks Gilks, Wild Wild (1992)
Adaptive rejection sampling for Gibbs samplingApplied Statistics, 41
-
D. Gianola, R. Fernando (1986)
Bayesian Methods in Animal Breeding TheoryJournal of Animal Science, 63
-
E. Costello, A. Angold, B. Burns, D. Stangl, D. Tweed, A. Erkanli, C. Worthman (1996)
The Great Smoky Mountains Study of Youth. Goals, design, methods, and the prevalence of DSM-III-R disorders.Archives of general psychiatry, 53 12
-
A. Erkanli, R. Soyer, D. Stangl (1997)
Bayesian inference in two-phase prevalence studies.Statistics in medicine, 16 10
-
D. Spiegelhalter, N. Best, B. Carlin (1998)
Bayesian deviance the e ective number of parameters and the comparison of arbitrarily complex models -
L. Joseph, T. Gyorkos, L. Coupal (1995)
Bayesian estimation of disease prevalence and the parameters of diagnostic tests in the absence of a gold standard.American journal of epidemiology, 141 3
-
Pickles Pickles, Dunn Dunn, Vasquez‐Barquero Vasquez‐Barquero (1995)
Screening for stratification in two‐phase epidemiological surveysStatistical Methods in Medical Research, 4
-
A. Pickles, G. Dunn, J. Vázquez-Barquero (1995)
Screening for stratification in two-phase ('two- stage') epidemiological surveysStatistical Methods in Medical Research, 4
-
A. Gelfand, Adrian Smith (1990)
Sampling-Based Approaches to Calculating Marginal DensitiesJournal of the American Statistical Association, 85
-
Thomas Have, Allen Kunselman, Erik Pulkstenis, J. Landis (1998)
Mixed effects logistic regression models for longitudinal binary response data with informative drop-out.Biometrics, 54 1
-
B. Carlin, T. Louis (1996)
BAYES AND EMPIRICAL BAYES METHODS FOR DATA ANALYSISStatistics and Computing, 7
-
M. Cowles, B. Carlin, J. Connett (1996)
Bayesian Tobit Modeling of Longitudinal Ordinal Clinical Trial Compliance Data with Nonignorable MissingnessJournal of the American Statistical Association, 91
-
W. Deming (1977)
An Essay on Screening, or on Two-Phase Sampling, Applied to Surveys of a CommunityInternational Statistical Review, 45
-
W. Gilks, S. Richardson, D. Spiegelhalter (1997)
Markov Chain Monte Carlo in PracticeTechnometrics, 39
-
Costello Costello, Angold Angold, Burns Burns, Stangl Stangl, Tweed Tweed, Erkanli Erkanli, Worthman Worthman (1996)
The Great Smoky Mountains Study of youth: Prevalence and correlates of DSM‐III‐R disordersArchives of General Psychiatry, 53
-
Claudia Cargnoni, P. Müller, M. West (1997)
Bayesian Forecasting of Multinomial Time Series through Conditionally Gaussian Dynamic ModelsJournal of the American Statistical Association, 92
-
(1992)
Child and Adolescents Psychiatric Assessment ( CAPA) . Developmental Epidemiology Program -
W. Johnson, J. Gastwirth (1991)
Bayesian Inference for Medical Screening Tests: Approximations Useful for the Analysis of Acquired Immune Deficiency SyndromeJournal of the royal statistical society series b-methodological, 53
-
(1996)
BUGS Manual 0.5. Cambridge: MRC Biostatistics Unit
- Publisher
- Wiley
- Copyright
- Copyright © 1999 Wiley Subscription Services, Inc., A Wiley Company
- ISSN
- 0006-341X
- eISSN
- 1541-0420
- DOI
- 10.1111/j.0006-341X.1999.01145.x
- Publisher site
- See Article on Publisher Site
Abstract
Summary. We consider Bayesian inference and model selection for prevalence estimation using a longitudinal two‐phase design in which subjects initially receive a low‐cost screening test followed by an expensive diagnostic test conducted on several occasions. The change in the subject's diagnostic probability over time is described using four mixed‐effects probit models in which the subject‐specific effects are captured by latent variables. The computations are performed using Markov chain Monte Carlo methods. These models are then compared using the deviance information criterion. The methodology is illustrated with an analysis of alcohol and drug use in adolescents using data from the Great Smoky Mountains Study.
Journal
Biometrics – Wiley
Published: Dec 1, 1999