Dipankar Bandyopadhyay's repositories
MSIMST
Provides a Bayesian monotonic single-index mixed-effect model with multivariate skew-t likelihood and survey weight adjustments. It includes a simulation program and Gibbs sampler, using a monotonic increasing function with a Gaussian process prior, skew-t random effects, and multivariate Student-t residuals.
CensSpBayes
What the Package Does (One Line, Title Case)
PVF-Semicompeting
R code for profile likelihood based estimation in semi-competing risks endpoints with PVF frailty
BayesSPMSM
Code to implement a Bayesian monotone single-index modeling of spatially-referenced multistate current status data
logisticGP
An R package for the logistic-Gaussian process model.
Geostatistics_DTI
Geostatistical Modeling of Positive Definite Matrices, with Applications to Diffusion Tensor Imaging
Potts_DTI
Code for "A Spatial Bayesian Semiparametric Mixture Model for Positive Definite Matrices with Applications to Diffusion Tensor Imaging"
BayesianPolicySearch
Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals
BAREB
Bayesian Repulsive Bi-clustering, with applications to Periodontal Data
skewBART
Software for fitting BART (Bayesian Additive Regression Trees) to multivariate skewed responses
RASCO
An R Package to Alleviate Spatial Confounding
BSTT
Bayesian Skewed Tensor-t
mspack2
Nonparametric estimation of state occupation probabilities from multistate models with current-status data
compshrink
Shrinkage priors for variable selection for Bayesian Dirichlet-Multinomial regression model
DSFDRC
R package for two dimensional marginal screening for ultra-high dimensional right-censored survival data
GEVSurv
R code to fit a h-likelihood based GEV model to clustered right-censored survival data, under heavy censoring
MGH-LME
Implementation of the LMM for longitudinal data, using the generalized hyperbolic distribution.
BTST
Bayesian Regression for Skew-t distributed tensor outcomes
GCM
R/JAGS implementation of the cross-domain latent growth curve modeling from "Association between body fat and body mass index from incomplete longitudinal proportion data: Findings from the Fels study" by Tong, Kim, Bandyopadhyay and Sun