Fiducial inference was introduced in the first half of the 20th century by RA Fisher as a
means to get a posterior-like distribution for a parameter without having to arbitrarily define a …

In this paper, we develop an epsilon admissible subsets (EAS) model selection approach for
performing group variable selection in the high-dimensional multivariate regression setting …

RA Fisher introduced the concept of fiducial as a potential replacement for the Bayesian
posterior distribution in the 1930s. During the past century, fiducial approaches have been …

This paper firstly studies the coefficients estimation of the AR model with normal innovation
by proposing an asymptotically honest generalized fiducial (AHGF) method. Furthermore …

Over the past decades, the Multi-Task Learning (MTL) problem has attracted much attention
in the artificial intelligence and machine learning communities. However, most published …

This Supplementary Material contains the code used to produce all of the results presented
in this manuscript. The glass fragment data set that we investigate (van Es et al.(2017)) was …

Full article: Discussion of “A Gibbs Sampler for a Class of Random Convex Polytopes” Skip to
Main Content Taylor and Francis Online homepage Taylor and Francis Online homepage Log …

The proliferation of collecting a huge volume of data, continuously streaming out of
technological devices, saw the large-scaled prediction algorithms such as random forest …