Multivariate Bayesian hypothesis testing for ground motion model selection
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Seismology"
DOI: 10.1007/s10950-020-09924-5
Abstract: In this paper, the Bayesian hypothesis testing basis is proposed for selecting, ranking, and assigning weights to ground motion prediction equations that fits perfectly on the classical definition of a logic tree. The posterior probability… read more here.
Keywords: bayesian hypothesis; model; hypothesis testing; ground motion ... See more keywords
RoBoT: a robust Bayesian hypothesis testing method for basket trials.
Sign Up to like & getrecommendations! Published in 2020 at "Biostatistics"
DOI: 10.1093/biostatistics/kxaa005
Abstract: A basket trial in oncology encompasses multiple "baskets" that simultaneously assess one treatment in multiple cancer types or subtypes. It is well-recognized that hierarchical modeling methods, which adaptively borrow strength across baskets, can improve over… read more here.
Keywords: bayesian hypothesis; hypothesis testing; basket trials; robot robust ... See more keywords
The Importance of Random Slopes in Mixed Models for Bayesian Hypothesis Testing.
Sign Up to like & getrecommendations! Published in 2022 at "Psychological science"
DOI: 10.1177/09567976211046884
Abstract: Mixed models are gaining popularity in psychology. For frequentist mixed models, previous research showed that excluding random slopes-differences between individuals in the direction and size of an effect-from a model when they are in the… read more here.
Keywords: hypothesis testing; random slopes; bayesian hypothesis; mixed models ... See more keywords
A Review of Bayesian Hypothesis Testing and Its Practical Implementations
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24020161
Abstract: We discuss hypothesis testing and compare different theories in light of observed or experimental data as fundamental endeavors in the sciences. Issues associated with the p-value approach and null hypothesis significance testing are reviewed, and… read more here.
Keywords: testing practical; hypothesis; bayesian testing; bayesian hypothesis ... See more keywords