Name: Dipankar Bandyopadhyay
Type: User
Company: Virginia Commonwealth University
Bio: I am a professor in the Department of Biostatistics, School of Medicine at the Virginia Commonwealth University.
Location: Richmond, VA
Blog: http://people.vcu.edu/~dbandyop/
Dipankar Bandyopadhyay's Projects
Semiparametric estimation of the joint model for cluster size and interval-censored survival outcome
An R package for the logistic-Gaussian process model.
Implementation of the LMM for longitudinal data, using the generalized hyperbolic distribution.
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms.
SAS macro "ml" implements maximum-likelihood estimation via PROC NLMIXED as described in the paper:
A novel Minorize-Maximize Algorithm for the Generalized Odds Rate Model for Clustered Current Status Data
Nonparametric estimation of state occupation probabilities from multistate models with current-status data
Multivariate difference boundary detection for areal data
Bayesian nonparametric regression with multiway structure
Microbiome analysis of the NYC-HANES study
Source code used for simulation and application in papers I'm working on
R programs to conduct sieve MLE estimation under the partially linear transformation generalized odds rate model for interval-censored competing risks data
Code for "A Spatial Bayesian Semiparametric Mixture Model for Positive Definite Matrices with Applications to Diffusion Tensor Imaging"
R code for profile likelihood based estimation in semi-competing risks endpoints with PVF frailty
An R Package to Alleviate Spatial Confounding
RStan, the R interface to Stan
Download, integration and visualizations of the variety & volume of TCGA data.
Software for fitting BART (Bayesian Additive Regression Trees) to multivariate skewed responses