Results 1 to 10 of about 2,663,278 (338)
Calibrating the prior distribution for a normal model with conjugate prior. [PDF]
J Stat Comput Simul, 2014 For a normal model with a conjugate prior, we provide an in depth examination of the effects of the hyperparameters on the long-run frequentist properties of posterior point and interval estimates. Under an assumed sampling model for the data generating mechanism, we examine how hyperparameter values affect the mean squared error (MSE) of posterior ...
Alber SA, Lee JJ.
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An enriched conjugate prior for Bayesian nonparametric inference [PDF]
Bayesian Analysis, 2011 The precision parameter plays an important role in the Dirichlet Pro- cess. When assigning a Dirichlet Process prior to the set of probability measures on R k , k > 1, this can be restrictive in the sense that the variability is determined by a single ...
Sara Wade +2 more
semanticscholar +5 more sources
Frontiers in Big Data, 2022 For the normal model with a known mean, the Bayes estimation of the variance parameter under the conjugate prior is studied in Lehmann and Casella (1998) and Mao and Tang (2012).
Ying-Ying Zhang +5 more
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The Bayesian Posterior and Marginal Densities of the Hierarchical Gamma–Gamma, Gamma–Inverse Gamma, Inverse Gamma–Gamma, and Inverse Gamma–Inverse Gamma Models with Conjugate Priors [PDF]
Mathematics, 2022 Positive, continuous, and right-skewed data are fit by a mixture of gamma and inverse gamma distributions. For 16 hierarchical models of gamma and inverse gamma distributions, there are only 8 of them that have conjugate priors.
Li Zhang, Ying-Ying Zhang
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Prior-preconditioned conjugate gradient method for accelerated Gibbs sampling in "large $n$ & large $p$" Bayesian sparse regression. [PDF]
Journal of the American Statistical Association, 2018 In a modern observational study based on healthcare databases, the number of observations and of predictors typically range in the order of 105–106 and of 104–105.
Akihiko Nishimura, Marc A. Suchard
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Blood Cancer Journal, 2023 Most patients with multiple myeloma experience disease relapse after treatment with a B-cell maturation antigen-targeted therapy (BCMA-TT), and data describing outcomes for patients treated with sequential BCMA-TT are limited.
Christopher J. Ferreri +28 more
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Poisson Multi-Bernoulli Mixture Conjugate Prior for Multiple Extended Target Filtering [PDF]
IEEE Transactions on Aerospace and Electronic Systems, 2016 This paper presents a Poisson multi-Bernoulli mixture (PMBM) conjugate prior for multiple extended object filtering. A Poisson point process is used to describe the existence of yet undetected targets, while a multi-Bernoulli mixture describes the ...
Karl Granström, M. Fatemi, L. Svensson
semanticscholar +1 more source
Bayesian Estimation of the Parameter of the Exponential Distribution with Different Priors under Symmetric and Asymmetric Loss Functions [PDF]
Engineering and Technology Journal, 2014 The objective of this study is to compare the performance of some Bayesian estimators for the shape parameter of the exponential distribution. We considered three priors: the extension of Jeffreys as non- informative prior information, as well as the ...
Tasnim H.K. AlBaldawi
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Statistical inference based on k-records [PDF]
Iranian Journal of Numerical Analysis and Optimization, 2008 In this paper, an extension of record models, well known as k-records, is considered. Bayesian estimation as well as prediction based on k-records are presented when the underlying distribution is assumed to have a general form. The proposed procedure is
J. Ahmadi, M. Doostparast
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Pharmaceutics, 2023 This study aimed to develop and evaluate nicotine--stearic acid conjugate-loaded solid lipid nanoparticles (NSA-SLNs) for transdermal delivery in nicotine replacement therapy (NRT).
Jwala Renukuntla +6 more
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