Results 11 to 20 of about 2,663,278 (338)
Bayesian inference for Pareto distribution with prior conjugate and prior non conjugate [PDF]
Jurnal Matematika, Statistika dan Komputasi, 2020 The purpose of this study is to determine the best estimator for estimating the shape parameters of the Pareto distribution with the known scale parameter.
F. Yanuar, Cici Saputri
semanticscholar +2 more sources
Polysaccharide responsiveness is not biased by prior pneumococcal-conjugate vaccination. [PDF]
PLoS ONE, 2013 Polysaccharide responsiveness is tested by measuring antibody responses to polysaccharide vaccines to diagnose for humoral immunodeficiency. A common assumption is that this responsiveness is biased by any previous exposure to the polysaccharides in the ...
Jens Magnus Bernth-Jensen +1 more
doaj +4 more sources
Bayesian Spatial Inversion and Conjugate Selection Gaussian Prior Models [PDF]
SIAM/ASA Journal on Uncertainty Quantification, 2018 We introduce the concept of conjugate prior models for a given likelihood function in Bayesian spatial inversion. The conjugate class of prior models can be selection extended and still remain conjugate.
H. Omre, K. Rimstad
semanticscholar +5 more sources
A Geometric View of Conjugate Priors [PDF]
Machine Learning, 2010 16 pages, 4 ...
Arvind Agarwal, Hal Daumé
+8 more sources
A conjugate prior for discrete hierarchical log-linear models [PDF]
The Annals of Statistics, 2006 In the Bayesian analysis of contingency table data, the selection of a prior distribution for either the log-linear parameters or the cell probabilities parameter is a major challenge.
H. Massam, Jinnan Liu, A. Dobra
semanticscholar +5 more sources
Bayesian inverse problems with non-conjugate priors [PDF]
Electronic Journal of Statistics, 2013 We investigate the frequentist posterior contraction rate of nonparametric Bayesian procedures in linear inverse problems in both the mildly and severely ill-posed cases. A theorem is proved in a general Hilbert space setting under approximation-theoretic assumptions on the prior. The result is applied to non-conjugate priors, notably sieve and wavelet
Kolyan Ray
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Conjugate-Prior-Regularized Multinomial Plsa For Collaborative Filtering [PDF]
2017 25th European Signal Processing Conference (EUSIPCO), 2018 Publication in the conference proceedings of EUSIPCO, Kos island, Greece ...
Stefan Adalbjörnsson +3 more
openalex +3 more sources
A conjugate prior for the Dirichlet distribution [PDF]
, 2018 This note investigates a conjugate class for the Dirichlet distribution class in the exponential family.
Jean‐Marc Andreoli
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Enriched standard conjugate priors and the right invariant prior for Wishart distributions
Journal of Multivariate Analysis, 2022 The prediction of the variance-covariance matrix of the multivariate normal distribution is important in the multivariate analysis. We investigated Bayesian predictive distributions for Wishart distributions under the Kullback-Leibler divergence. The conditional reducibility of the family of Wishart distributions enables us to decompose the risk of a ...
Hidemasa Oda, Fumiyasu Komaki
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Asymmetric Conjugate Priors for Large Bayesian VARs [PDF]
SSRN Electronic Journal, 2019 Large Bayesian VARs are now widely used in empirical macroeconomics. One popular shrinkage prior in this setting is the natural conjugate prior as it facilitates posterior simulation and leads to a range of useful analytical results. This is, however, at the expense of modeling flexibility, as it rules out cross‐variable shrinkage, that is, shrinking ...
Joshua CC Chan
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