2 papers
math.ST2023
Bayesian Inference for Multivariate Monotone Densities
Kang Wang, Subhashis Ghosal
We consider a nonparametric Bayesian approach to estimation and testing for a multivariate monotone density. Instead of following the conventional Bayesian route of putting a prior…
math.ST2023
Bayesian Inference for -Monotone Densities with Applications to Multiple Testing
Kang Wang, Subhashis Ghosal
Shape restriction, like monotonicity or convexity, imposed on a function of interest, such as a regression or density function, allows for its estimation without smoothness assumpt…