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Applications and Case Studies
Estimation From Serologic Survey Data
A Bayesian Approach to 2000 Census Evaluation Using ACE Survey Data and Demographic Analysis
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algorithm American Statistical Association analysis applied approach ARMA assessments assume assumption Bayesian bias bootstrap boxplot BRCA1 BRCA2 cancer Census Chapter clozapine cluster coefficients components computed conditional consider consistent estimator convergence correlation corresponding covariance covariance matrix credible intervals curve dataset defined denote density detection discrepancy function discussion dose dose-response effects efficient elicitation endpoint error example expert Figure follows function Gaussian given independent inference interval iteration Journal Kendall's tau Lemma likelihood marginal marginal likelihood Markov chain matrix MCMC measure method Monte Carlo multivariate nonlinear nonparametric normal Note null hypothesis observations obtained optimal outliers parameters patients population predictive predictors prior distribution probability problem procedure proof proposed random variables region regression robust estimator sample Section selection simulation SLEX smooth spatial species standard stochastic structure Table Theorem tion truncation values variance vector