Search Results for author: Dipankar Bandyopadhyay

Found 2 papers, 2 papers with code

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

1 code implementation18 Mar 2019 Zhou Lan, Brian J. Reich, Dipankar Bandyopadhyay

Statistical analysis of DTI data is challenging because the data are positive definite matrices.

Methodology Applications

Bayesian nonparametric multiway regression for clustered binomial data

1 code implementation31 Jan 2019 Eric F. Lock, Dipankar Bandyopadhyay

We introduce a Bayesian nonparametric regression model for data with multiway (tensor) structure, motivated by an application to periodontal disease (PD) data.

Clustering regression

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