Dipankar Bandyopadhyay (bandyopd)

bandyopd

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Company:Virginia Commonwealth University

Location:Richmond, VA

Home Page:http://people.vcu.edu/~dbandyop/

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Dipankar Bandyopadhyay's repositories

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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.

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CensSpBayes

What the Package Does (One Line, Title Case)

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PVF-Semicompeting

R code for profile likelihood based estimation in semi-competing risks endpoints with PVF frailty

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BayesSPMSM

Code to implement a Bayesian monotone single-index modeling of spatially-referenced multistate current status data

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logisticGP

An R package for the logistic-Gaussian process model.

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AH-BCS

R code for simulation experiments in the additive hazards model for bivariate current status data

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Geostatistics_DTI

Geostatistical Modeling of Positive Definite Matrices, with Applications to Diffusion Tensor Imaging

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Potts_DTI

Code for "A Spatial Bayesian Semiparametric Mixture Model for Positive Definite Matrices with Applications to Diffusion Tensor Imaging"

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BayesianPolicySearch

Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals

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BAREB

Bayesian Repulsive Bi-clustering, with applications to Periodontal Data

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skewBART

Software for fitting BART (Bayesian Additive Regression Trees) to multivariate skewed responses

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RASCO

An R Package to Alleviate Spatial Confounding

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BSTT

Bayesian Skewed Tensor-t

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mspack2

Nonparametric estimation of state occupation probabilities from multistate models with current-status data

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compshrink

Shrinkage priors for variable selection for Bayesian Dirichlet-Multinomial regression model

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DSFDRC

R package for two dimensional marginal screening for ultra-high dimensional right-censored survival data

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GEVSurv

R code to fit a h-likelihood based GEV model to clustered right-censored survival data, under heavy censoring

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MGH-LME

Implementation of the LMM for longitudinal data, using the generalized hyperbolic distribution.

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BTST

Bayesian Regression for Skew-t distributed tensor outcomes

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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

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CR-WLS

Weighted least-squares regression with competing risks data

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