Found 32 Documents (Results 1–32)
Bayesian variable selection for linear regression with the \(\kappa\)-\(G\) priors. (English) Zbl 1509.62289
MCMC for Markov-switching models – Gibbs sampling vs. marginalized likelihood. (English) Zbl 1489.62286
Marginalized random-effects models for clustered binomial data through innovative link functions. (English) Zbl 1480.62127
Zero-inflated regime-switching stochastic differential equation models for highly unbalanced multivariate, multi-subject time-series data. (English) Zbl 1431.62549
Quantifying uncertainty in transdimensional Markov chain Monte Carlo using discrete Markov models. (English) Zbl 1430.62056
Efficient sequential Monte Carlo algorithms for integrated population models. (English) Zbl 1426.62341
Computational Bayesian statistics. An introduction. (English) Zbl 1416.62007
Institute of Mathematical Statistics Textbooks 11. Cambridge: Cambridge University Press (ISBN 978-1-108-70374-1/pbk; 978-1-108-48103-8/hbk; 978-1-108-64618-5/ebook). xi, 243 p. (2019).
Post-processing of Markov chain Monte Carlo output in Bayesian latent variable models with application to multidimensional scaling. (English) Zbl 1417.62051
Comment: A brief survey of the current state of play for Bayesian computation in data science at big-data scale. (English) Zbl 1385.65004
Automated parameter blocking for efficient Markov chain Monte Carlo sampling. (English) Zbl 1384.62022
A variational maximization-maximization algorithm for generalized linear mixed models with crossed random effects. (English) Zbl 1402.62043
A Bayesian estimation approach for the mortality in a stage-structured demographic model. (English) Zbl 06775088
Approximating cross-validatory predictive evaluation in Bayesian latent variable models with integrated IS and WAIC. (English) Zbl 1505.62248
Bayesian networks. With examples in R. (English) Zbl 1341.62025
Chapman & Hall/CRC Texts in Statistical Science Series. Boca Raton, FL: CRC Press (ISBN 978-1-4822-2558-7/hbk). xv, 225 p. (2015).
Reviewer: Udo Hahn (Jena)
Bayesian estimation for a parametric Markov renewal model applied to seismic data. (English) Zbl 1317.60116
Foundations of statistical algorithms. With references to R packages. (English) Zbl 1296.62010
Chapman & Hall/CRC Computer Science & Data Analysis Series. Boca Raton, FL: CRC Press (ISBN 978-1-4398-7885-9/hbk; 978-1-4398-7887-3/ebook). xxv, 473 p. (2014).
Reviewer: Ivan Křivý (Ostrava)
A new class of flexible link functions with application to species co-occurrence in Cape Floristic region. (English) Zbl 1283.62228
MSC:
62P12
65C60
Multiple hypothesis testing and clustering with mixtures of non-central \(t\)-distributions applied in microarray data analysis. (English) Zbl 1242.62079
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