https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 JASP: graphical statistical software for common statistical designs https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44666 Wed 19 Oct 2022 13:56:20 AEDT ]]> Sparse Bayesian ARX models with flexible noise distributions https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:33401 Wed 04 Sep 2019 12:17:00 AEST ]]> Robustly estimating the marginal likelihood for cognitive models via importance sampling https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:45608 Wed 02 Nov 2022 14:14:27 AEDT ]]> On the Certainty of an Inductive Inference: The Binomial Case https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55807 Tue 25 Jun 2024 09:57:04 AEST ]]> A simple introduction to Markov Chain Monte-Carlo sampling https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:34897 Tue 03 Sep 2019 18:11:33 AEST ]]> Variational State and Parameter Estimation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44022 Thu 29 Feb 2024 14:53:53 AEDT ]]> State and parameter estimation for nonlinear state-space models using variational inference https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55165 Thu 18 Apr 2024 15:17:08 AEST ]]> Estimation of the Binomial parameter: in defence of Bayes (1763) https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:733 Thu 11 Jul 2019 17:47:20 AEST ]]> A method to handle zero counts in the multinomial model https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44084 a, …, a) priors with a < 1 have previously been shown to be inadequate in the presence of zero counts, suggesting that the uniform prior (a = 1) is the preferred candidate. In the presence of many zero counts, however, this prior may not be satisfactory either. A model selection approach is proposed, allowing for the possibility of zero parameters corresponding to zero count categories. This approach results in a posterior mixture of Dirichlet distributions and marginal mixtures of beta distributions, which seem to avoid the problems that potentially result from the various proposed Dirichlet priors, in particular in the context of extreme data with zero counts.]]> Thu 06 Oct 2022 15:06:32 AEDT ]]> Posterior predictive arguments in favor of the Bayes-Laplace prior as the consensus prior for binomial and multinomial parameters https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:6955 Sat 24 Mar 2018 08:38:12 AEDT ]]> Data-driven power control for state estimation: a Bayesian inference approach https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:27973 Sat 24 Mar 2018 07:38:42 AEDT ]]> A comparison of bayes-laplace, jeffreys, and other priors: the case of zero events https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:4882 1) seems appropriate, while a beta(a, b) with a < 1 can be too informative. It is thus argued that sensitivity analysis of an informative prior should be based on a consensus posterior corresponding to the Bayes–Laplace prior rather than the Jeffreys prior.]]> Sat 24 Mar 2018 07:22:01 AEDT ]]> Using alien coins to test whether simple inference is Bayesian https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:24692 Sat 24 Mar 2018 07:10:53 AEDT ]]> Quantifying contextual information for cognitive control https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:41262 Mon 01 Aug 2022 09:21:32 AEST ]]> Deep Bayesian survival analysis of rail useful lifetime https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53190 Fri 17 Nov 2023 12:01:30 AEDT ]]> A note on priors for the multinomial model https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:33158 Fri 07 Sep 2018 16:33:00 AEST ]]>