Results 11 to 20 of about 2,084,039 (283)
Data-Targeted Prior Distribution for Variational AutoEncoder
Fluids, 2021 Bayesian methods were studied in this paper using deep neural networks. We are interested in variational autoencoders, where an encoder approaches the true posterior and the decoder approaches the direct probability.
Nissrine Akkari +3 more
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Flexible Prior Elicitation via the Prior Predictive Distribution
, 2020 Peer ...
Hartmann, Marcelo +3 more
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Prior distribution elicitation [PDF]
, 2008 An overview of key issues associated with the elicitation of a prior probability distribution is provided. The nature of subjective probability is discussed, and the main causes of biased assessments are identified. Evidence is presented suggesting that people can improve their probability assessments under the correct conditions. The ways in which the
Quigley, J.L. +2 more
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A default prior distribution for contingency tables with dependent factor levels. [PDF]
Stat Methodol, 2014 Both authors were partly funded by MRC-funded addictions cluster, NIQUAD (Grant No. G1000021).A default prior distribution is proposed for the Bayesian analysis of contingency tables.
Overstall AM, King R.
europepmc +2 more sources
The Prior Can Often Only Be Understood in the Context of the Likelihood
Entropy, 2017 A key sticking point of Bayesian analysis is the choice of prior distribution, and there is a vast literature on potential defaults including uniform priors, Jeffreys’ priors, reference priors, maximum entropy priors, and weakly informative priors. These
Andrew Gelman +2 more
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Power prior elicitation in Bayesian quantile regression [PDF]
, 2011 This article has been made available through the Brunel Open Access Publishing Fund - Copyright @ 2011 Rahim Alhamzawi and Keming Yu.We address a quantile dependent prior for Bayesian quantile regression.
Rahim Alhamzawi +3 more
core +1 more source
Nuclear Engineering and Technology, 2022 Alloy 690 tubing has been shown to be highly resistant to primary water stress corrosion cracking (PWSCC). Nevertheless, predicting the failure by PWSCC in Alloy 690 SG tubes is indispensable.
Dayu Fajrul Falaakh, Chi Bum Bahn
doaj +1 more source
Infinite Hierarchies and Prior Distributions [PDF]
Bernoulli, 2001 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Roberts, Gareth O. +1 more
openaire +3 more sources
Prior elicitation in Bayesian quantile regression for longitudinal data [PDF]
, 2011 © 2011 Alhamzawi R, et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original auhor and source are ...
Alhamzawi, Rahim +7 more
core +1 more source
Assessing an Improved Bayesian Model for Directional Motion Based Wave Inference
Journal of Marine Science and Engineering, 2020 An innovative Bayesian motion-based wave inference method is derived and assessed in this work. The evaluation of the accuracy of the proposed prior distribution has been carried out using the results obtained during a dedicated experimental campaign ...
Jordi Mas-Soler +2 more
doaj +1 more source