Objective Bayesian model choice for non-nested families: the case of the Poisson and the negative binomial
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DOI: 10.1007/s11749-020-00717-z
Abstract: Selecting a statistical model from a set of competing models is a central issue in the scientific task, and the Bayesian approach to model selection is based on the posterior model distribution, a quantification of… read more here.
Keywords: bayesian model; poisson negative; poisson; model ... See more keywords
Objective Bayesian multiple comparisons for normal variances
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DOI: 10.1080/00949655.2016.1235168
Abstract: ABSTRAC This paper considers the multiple comparisons problem for normal variances. We propose a solution based on a Bayesian model selection procedure to this problem in which no subjective input is considered. We construct the… read more here.
Keywords: multiple comparisons; comparisons normal; normal variances; bayesian multiple ... See more keywords
Intrinsic objective Bayesian estimation of the mean of the Tweedie family
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DOI: 10.1080/03461238.2019.1584912
Abstract: ABSTRACT The Tweedie family, which is classified by the choice of power unit variance function, includes heavy tailed distributions, and as such could be of significant relevance to actuarial science. The class includes the Normal,… read more here.
Keywords: mean; intrinsic objective; family; tweedie family ... See more keywords
Objective Bayesian analysis of neutrino masses and hierarchy
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DOI: 10.1088/1475-7516/2018/04/047
Abstract: Given the precision of current neutrino data, priors still impact noticeably the constraints on neutrino masses and their hierarchy. To avoid our understanding of neutrinos being driven by prior assumptions, we construct a prior that… read more here.
Keywords: analysis neutrino; bayesian analysis; neutrino; neutrino masses ... See more keywords
MO-MEMES: A method for accelerating virtual screening using multi-objective Bayesian optimization
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DOI: 10.3389/fmed.2022.916481
Abstract: The pursuit of potential inhibitors for novel targets has become a very important problem especially over the last 2 years with the world in the midst of the COVID-19 pandemic. This entails performing high throughput… read more here.
Keywords: bayesian optimization; multi objective; objective bayesian; drug ... See more keywords