Arnab Hazra

Works (2)

Updated: July 5th, 2023 15:27

2020 journal article

A multivariate spatial skew-t process for joint modeling of extreme precipitation indexes

ENVIRONMETRICS, 31(3).

By: A. Hazra*, B. Reich n  & A. Staicu n 

author keywords: climate change; extremal dependence; extremal trend analysis; extreme precipitation indexes; multivariate spatial skew-t process; separable covariance
topics (OpenAlex): Hydrology and Drought Analysis; Spatial and Panel Data Analysis; Soil Geostatistics and Mapping
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: November 18, 2019

2019 journal article

A spatio-temporal model for longitudinal image-on-image regression

A Spatio-Temporal Model for Longitudinal Image-on-Image Regression. STATISTICS IN BIOSCIENCES, 11(1), 22–46.

By: A. Hazra n, B. Reich n , D. Reich *, R. Shinohara * & A. Staicu n 

author keywords: Spatio-temporal regression model; Longitudinal imaging study; Dynamic Bayesian updating; Multiple sclerosis; Magnetization transfer ratio; T1-weighted; T2-weighted fluid-attenuated inversion recovery; Composite likelihood
topics (OpenAlex): Image and Signal Denoising Methods; Medical Image Segmentation Techniques; Advanced Image Processing Techniques
TL;DR: A spatio-temporal regression model for image response and image predictors that are acquired longitudinally and an approximate Bayesian inference technique is proposed to bypass the computational challenges associated with a Bayesian approach for high-dimensional imaging data. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: May 13, 2019

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