Works Published in 2022
Displaying works 181 - 192 of 192 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2022 journal article
Viability of microwave technology for accelerated cold brew coffee processing vs conventional brewing methods
JOURNAL OF FOOD ENGINEERING, 317.
author keywords: Coffee; Cold brew; Accelerated processing
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: November 23, 2021
2022 journal article
Beached Sargassum alters sand thermal environments: Implications for incubating sea turtle eggs
JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY, 546.
author keywords: Marine turtle; Thermal tolerance; Temperature-dependent sex determination; Hawksbill; Climate change; Macroalgae
TL;DR:
Impacts on sea turtle nesting ecology are described, with a focus on the below-ground thermal environment for incubating eggs of Sargassum spp, where these thermal changes can significantly impact developmental outcomes for sea turtle embryos.
(via Semantic Scholar)
doi.org (publisher)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
14. Life Below Water
(Web of Science; OpenAlex)
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: November 8, 2021
2022 journal article
Multi‐scale affinities with missing data: Estimation and applications
Statistical Analysis and Data Mining: The ASA Data Science Journal.
TL;DR:
This paper proposes a new method to construct row and column affinities even when data are missing by building off a co‐clustering technique that exploits the coupled similarity structure among both the rows and columns of a data matrix.
(via Semantic Scholar)
Source: ORCID
Added: November 6, 2021
2022 journal article
Bioinspired Bistable Dielectric Elastomer Actuators: Programmable Shapes and Application as Binary Valves
Soft Robotics.
author keywords: bioinspired; bistable structures; dielectric elastomer actuators; binary valves
MeSH headings : Elastomers / chemistry; Electrodes; Droseraceae; Electricity; Touch
TL;DR:
A strategy is presented, inspired and derived from the VFT, which incorporates dielectric elastomer layers in a bistable actuator capable of reversible snapping through electrical stimulation, which obviates the need for continuous voltage supply.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
Source: ORCID
Added: November 3, 2021
2022 journal article
Dynamic logistic regression and variable selection: Forecasting and contextualizing civil unrest
INTERNATIONAL JOURNAL OF FORECASTING, 38(2), 648–661.
author keywords: Civil unrest; Dynamic logistic regression; Forecasting; Polya-Gamma latent variable; Penalized credible regions
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
16. Peace, Justice and Strong Institutions
(OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: September 4, 2021
2022 journal article
Bayesian Inference for Generalized Linear Model with Linear Inequality Constraints
Computational Statistics & Data Analysis, 166, 107335.
author keywords: Bayesian inference; Generalized linear model; Inequality constrained estimation
TL;DR:
It is shown that a generalized truncated multivariate normal supported on a desired subspace can be used and facilitates the construction of a general purpose product slice sampling method to obtain (approximate) samples from corresponding posterior distribution, making the inferential method computationally efficient for a wide class of GLMs with an arbitrary set of linear inequality constraints.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: August 26, 2021
2022 journal article
Semiparametric estimation of structural nested mean models with irregularly spaced longitudinal observations
BIOMETRICS, 78(3), 937–949.
author keywords: causality; counting process; discretization; g‐ estimator; martingale
MeSH headings : Causality; Computer Simulation; Humans; Longitudinal Studies; Models, Statistical; Probability
TL;DR:
The first semiparametric efficiency theory and locally efficient estimators for continuous-time SNMMs are developed and an inverse probability of censoring weighting estimator is proposed, which achieves a multiple robustness feature.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: May 17, 2021
2022 journal article
Geostatistical modeling of positive-definite matrices: An application to diffusion tensor imaging
BIOMETRICS, 78(2), 548–559.
author keywords: Cholesky decomposition; diffusion tensor imaging; geostatistical modeling; positive‐ definite matrix; spatial random fields; spatial Wishart process
MeSH headings : Computer Simulation; Diffusion Tensor Imaging; Normal Distribution; Stochastic Processes
TL;DR:
An approximation method is proposed to obtain a feasible Cholesky decomposition model, which is shown to be asymptotically equivalent to the spatial Wishart process model and to produce reliable inference and improved performance, compared to other methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Web Of Science
Added: March 8, 2021
2022 journal article
Joint model for survival and multivariate sparse functional data with application to a study of Alzheimer's Disease
BIOMETRICS, 78(2), 435–447.
author keywords: EM algorithm; functional mixed model; multivariate longitudinal data; smoothing; survival
MeSH headings : Alzheimer Disease / diagnostic imaging; Databases, Factual; Disease Progression; Humans; Neuroimaging / methods
TL;DR:
A multivariate functional mixed model is proposed to identify the shared progression pattern and outcome‐specific progression patterns of the outcomes, which enables more interpretable modeling of associations between outcomes and AD onset.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: March 1, 2021
2022 journal article
Nonparametric Estimation and Testing for Positive Quadrant Dependent Bivariate Copula
Journal of Business & Economic Statistics, 40(2), 664–677.
author keywords: Anderson-Darling distance; Bernstein copula; Positive quadrant dependent
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: ORCID
Added: January 24, 2021
2022 journal article
Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 117(538), 862–874.
author keywords: Beta-prime distribution; Coefficient of determination; Global-local shrinkage; High-dimensional regression
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: November 30, 2020
2022 journal article
Parameter Estimation for Multi-state Coherent Series and Parallel Systems with Positively Quadrant Dependent Models
SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY, 84(2), 714–742.
author keywords: Multi-state series system; Generalized method of moments; Maximum likelihood estimation; Positively quadrant dependent; Farlie-Gumbel-Morgenstern distribution
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: September 21, 2020
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