Results 121 to 130 of about 37,630 (219)

Bayesian Inference for Multivariate Monotone Densities

Scandinavian Journal of Statistics, EarlyView.
ABSTRACT We consider a nonparametric Bayesian approach to estimation and testing for a multivariate monotone density. Instead of following the conventional Bayesian approach of imposing a prior that satisfies the monotonicity restriction, we place a prior on the step heights via binning and a Dirichlet distribution. The resulting posterior distribution
Kang Wang, Subhashis Ghosal
wiley   +1 more source

Bayesian Estimation of Transition Rates in Two‐State Nonhomogeneous Markov Jump Processes With Intermittent Observations: An Honest‐Time Data‐Augmentation Approach

Scandinavian Journal of Statistics, EarlyView.
ABSTRACT A possibly time‐dependent transition intensity matrix or generator (Q(t))$$ \left(Q(t)\right) $$ characterizes the law of a Markov jump process (MP). For a time‐homogeneous MP, the transition probability matrix (TPM) can be expressed as a matrix exponential of Q$$ Q $$.
Dario Gasbarra, Sangita Kulathinal, Etienne Sebag   +2 more
wiley   +1 more source

Diagnosing ectopic pregnancy using the bayes theorem and neural network: a validation of a retrospective cohort study. [PDF]

Rev Bras Ginecol Obstet
Maroni L, Silva PC, Kunst R, Savaris RF.
europepmc   +1 more source

Assessment of the efficacy of large volume delayed sampling primary culture and pathogen reduction in preventing septic reactions from platelet transfusions

Transfusion, EarlyView.
Abstract Background Many mitigation processes have been introduced to reduce septic transfusion reactions (STRs) caused by the transfusion of bacterially contaminated PLTs. Methods The efficacy of primary culture and pathogen reduction is assessed in this review using data from long‐term hemovigilance programs in the US, Canada, UK, France, Switzerland,
Michael R. Jacobs
wiley   +1 more source

Correction to: A software tool for applying Bayes' theorem in medical diagnostics. [PDF]

BMC Med Inform Decis Mak
Chatzimichail T, Hatjimihail AT.
europepmc   +1 more source

Bayes’ Theorem

The Annals of Mathematical Statistics, 1930
openaire   +2 more sources

Frequency‐dependent contraction rates for the Bayesian method to the inverse source problem

Transactions of the London Mathematical Society, Volume 13, Issue 1, December 2026.
Abstract This paper addresses an inverse source problem for acoustic waves in a range of frequencies. Our study has two main goals. First, although the problem is severely ill‐posed with a logarithmic stability estimate, we demonstrate, through careful analysis of the forward map's singular values, that increasing the frequency range enhances stability,
Pu‐Zhao Kow, Jenn‐Nan Wang
wiley   +1 more source

Bayes' theorem [PDF]

Nature Methods, 2015
Jorge López Puga, Martin Krzywinski, Naomi Altman   +2 more
openaire   +3 more sources

Use of Bayesian Networks for the Forensic Evaluation of Gunshot Residue

WIREs Forensic Science, Volume 8, Issue 3, September 2026.
Bayesian Networks can help evaluate gunshot residue given activity level propositions. This review discusses the different approaches that have been taken in the past and the challenges we are facing, with recommendations for future research. ABSTRACT Gunshot residue is a common type of trace considered in forensic science.
Yingxiu Guo, Georgina E. Meakin, Claude Roux   +2 more
wiley   +1 more source