54 citations · 75 across the 7 of their papers we have counts for
5 papers · 1 filter
Profile Monitoring via Eigenvector Perturbation
Takayuki Iguchi, Andrés F. Barrientos, Eric Chicken +1
In Statistical Process Control, control charts are often used to detect undesirable behavior of sequentially observed quality characteristics. Designing a control chart with desira…
Latent Multivariate Log-Gamma Models for High-Dimensional Multi-Type Responses with Application to Daily Fine Particulate Matter and Mortality Counts
Zhixing Xu, Jonathan R. Bradley, Debajyoti Sinha
Tracking and estimating Daily Fine Particulate Matter (PM2.5) is very important as it has been shown that PM2.5 is directly related to mortality related to lungs, cardiovascular sy…
Semiparametric Mixed-Scale Models Using Shared Bayesian Forests
Antonio R. Linero, Debajyoti Sinha, Stuart R. Lipsitz
This paper demonstrates the advantages of sharing information about unknown features of covariates across multiple model components in various nonparametric regression problems inc…
Categorical data analysis using a skewed Weibull regression model
Renault Caron, Debajyoti Sinha, Dipak Dey +1
In this paper, we present a Weibull link (skewed) model for categorical response data arising from binomial as well as multinomial model. We show that, for such types of categorica…
Bayesian Variable Selection for Skewed Heteroscedastic Response
Libo Wang, Yuanyuan Tang, Debajyoti Sinha +2
In this article, we propose new Bayesian methods for selecting and estimating a sparse coefficient vector for skewed heteroscedastic response. Our novel Bayesian procedures effecti…