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Objective Bayesian analysis for CAR models

Ren, Cuirong; Sun, Dongchu - In: Annals of the Institute of Statistical Mathematics 65 (2013) 3, pp. 457-472

Objective priors, especially reference priors, have been studied extensively for spatial data in the last decade. In this paper, we study objective priors for a CAR model. In particular, the properties of the reference prior and the corresponding posterior are studied. Furthermore, we show that...

Persistent link: https://www.econbiz.de/10011000075

Posterior mode estimation for the generalized linear model

Eaves, D.; Chang, T. - In: Annals of the Institute of Statistical Mathematics 44 (1992) 3, pp. 417-434

Persistent link: https://www.econbiz.de/10005616082

Estimation of the multivariate normal precision and covariance matrices in a star-shape model

Sun, Dongchu; Sun, Xiaoqian - In: Annals of the Institute of Statistical Mathematics 57 (2005) 3, pp. 455-484

Persistent link: https://www.econbiz.de/10005616411

Estimation of a Multivariate Normal Covariance Matrix with Staircase Pattern Data

Sun, Xiaoqian; Sun, Dongchu - In: Annals of the Institute of Statistical Mathematics 59 (2007) 2, pp. 211-233

Persistent link: https://www.econbiz.de/10005616452

Some remarks on Bayesian inference for one-way ANOVA models

Solari, Fabrizio; Liseo, Brunero; Sun, Dongchu - In: Annals of the Institute of Statistical Mathematics 60 (2008) 3, pp. 483-498

Persistent link: https://www.econbiz.de/10005395623

Testing Hypotheses About the Power Law Process Under Failure Truncation Using Intrinsic Bayes Factors

Lingham, Rama; Sivaganesan, S. - In: Annals of the Institute of Statistical Mathematics 49 (1997) 4, pp. 693-710

Persistent link: https://www.econbiz.de/10005760256

Latent class analysis variable selection

Dean, Nema; Raftery, Adrian - In: Annals of the Institute of Statistical Mathematics 62 (2010) 1, pp. 11-35

Persistent link: https://www.econbiz.de/10008497335

Optimal volume-corrected laplace-metropolis method

Huang, Su-Yun; Hsiao, Chuhsing; Chang, Ching-Wei - In: Annals of the Institute of Statistical Mathematics 55 (2003) 3, pp. 655-670

Persistent link: https://www.econbiz.de/10005616395

Pointwise optimality of Bayesian wavelet estimators

Abramovich, Felix; Angelini, Claudia; Canditiis, Daniela - In: Annals of the Institute of Statistical Mathematics 59 (2007) 3, pp. 425-434

Persistent link: https://www.econbiz.de/10005395515

Asymptotics of the Expected Posterior

Clarke, Bertrand; Sun, Dongchu - In: Annals of the Institute of Statistical Mathematics 51 (1999) 1, pp. 163-185

Persistent link: https://www.econbiz.de/10005760239