Using a reliable and accurate method to phenotype disease incidence and severity is
essential to unravel the complex genetic architecture of disease resistance in plants, and to …

Abstract Mungbean (Vigna radiata (L.) Wizcek) is an important pulse crop, increasingly used
as a source of protein, fiber, low fat, carbohydrates, minerals, and bioactive compounds in …

Mung bean [Vigna radiata (L.) Wilczek] is a drought-tolerant, short-duration crop, and a rich
source of protein and other valuable minerals, vitamins, and antioxidants. The main …

A Riemannian geometric framework for Markov chain Monte Carlo (MCMC) is developed
where using the Fisher-Rao metric on the manifold of probability density functions (pdfs) …

Variable selection in ultra-high dimensional linear regression is often preceded by a
screening step to significantly reduce the dimension. Here a Bayesian variable screening …

We introduce a Bayesian framework for mixed-type multivariate regression using continuous
shrinkage priors. Our framework enables joint analysis of mixed continuous and discrete …

Significant progress has been achieved in computer inference for Bayesian models during
the past few decades. There has been continuous improvement in a wide variety of …

Consider the normal linear regression setup when the number of covariates p is much larger
than the sample size n, and the covariates form correlated groups. The response variable y …