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).
author keywords: climate change; extremal dependence; extremal trend analysis; extreme precipitation indexes; multivariate spatial skew-t process; separable covariance
arxiv.org (repository)
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
Statistics in Biosciences, 11(1), 22–46.
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
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 Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 13, 2019
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