Works Published in 2021
Displaying works 1 - 20 of 191 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2021 journal article
Impacts of Ambient Carbon Monoxide on Hospital Admissions and Hospitalization Expenditures for Three Cardiorespiratory Diseases in 74 Cities of China
ISEE Conference Abstracts, 2021(1).
doi.org (publisher)
Sources: Crossref, NC State University Libraries
Added: April 16, 2024
2021 journal article
Short-Term Ambient Particulate Air Pollution and Hospitalization Expenditures of Cause-Specific Cardiorespiratory Diseases in China: A Multicity Analysis
The Lancet Regional Health - Western Pacific, 15.
Source: ORCID
Added: April 15, 2024
2021 journal article
Effectiveness of different screening strategies for cardiovascular diseases prevention in a community-based Chinese population: A decision-analytic Markov model
Beijing Da Xue Xue Bao. Yi Xue Ban = Journal of Peking University. Health Sciences, 53(3), 460–466. http://www.scopus.com/inward/record.url?eid=2-s2.0-85108671615&partnerID=MN8TOARS
Contributors: Q. Liu, X. Chen, J. Wang, X. Liu, Y. Si , J. Liang, P. Shen, H. Lin, X. Tang, P. Gao
Source: ORCID
Added: April 15, 2024
2021 journal article
The Impact of COVID-19 on Medical Device Reporting and Investigation
Patient Safety, 9, 28–35.
Contributors: S. Sengupta n
TL;DR:
At the current time, it is unclear how manufacturers will address delayed clinical management of implant devices and other uninvestigated malfunctions after the pandemic and how this will impact patient safety.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Source: ORCID
Added: May 31, 2023
2021 journal article
A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants
American Journal of Preventive Medicine, 61(2), 251–255.
MeSH headings : Adult; Black or African American; Colorectal Neoplasms / diagnosis; Early Detection of Cancer; Humans; Mass Screening; Pilot Projects
TL;DR:
Animated virtual healthcare assistants were efficacious compared with the staticvirtual healthcare assistant and attention control conditions and warrants additional investigation in future studies given the potential for virtual healthcare assistant‒assisted interventions to promote colorectal cancer screening within guidelines.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: ORCID
Added: January 26, 2023
2021 journal article
Spatio-temporal analysis of the extent of an extreme heat event
Stochastic Environmental Research and Risk Assessment, 36(9), 2737–2751.
author keywords: Bayesian inference; Block average; Monte Carlo integration; Spatial autoregression; Stochastic integral
Sources: Crossref, NC State University Libraries
Added: October 15, 2022
2021 journal article
Long‐term spatial modelling for characteristics of extreme heat events
Journal of the Royal Statistical Society: Series A (Statistics in Society), 184(3), 1070–1092.
author keywords: daily maximum temperatures; hierarchical model; Markov chain Monte Carlo; seasonality; thresholds; two-state process
UN Sustainable Development Goal Categories
13. Climate Action
(OpenAlex)
Sources: Crossref, NC State University Libraries
Added: October 15, 2022
2021 journal article
Distributed lag models to identify the cumulative effects of training and recovery in athletes using multivariate ordinal wellness data
Journal of Quantitative Analysis in Sports, 17(3), 241–254.
author keywords: Bayesian hierarchical model; latent factor models; MCMC; memory; probit regression
Sources: Crossref, NC State University Libraries
Added: October 15, 2022
2021 journal article
Seasonal temperature–moisture interactions limit seedling establishment at upper treeline in the Southern Rockies
Ecosphere, 12(6).
author keywords: climate change; Engelmann spruce; hotter drought; Rocky Mountain bristlecone pine; Sangre de Cristo; seedling establishment; southern Rocky Mountains; timberline; treeline; treeline dynamics
UN Sustainable Development Goal Categories
13. Climate Action
(OpenAlex)
Sources: Crossref, NC State University Libraries
Added: October 15, 2022
2021 article
Variance Decompositions for Extensive-Form Games
2021 IEEE CONFERENCE ON GAMES (COG), pp. 380–387.
author keywords: luck and skill in games; descriptive statistics; variance decomposition
TL;DR:
Poker hands are analyzed to show that randomness in the cards dealt has surprisingly little influence on the outcomes of each hand and how variance decompositions can be used to measure other interesting properties of games.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: September 6, 2022
2021 article
Discussion of "A Gibbs Sampler for a Class of Random Convex Polytopes"
Williams, J. P. (2021, July 3). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 116, pp. 1198–1200.
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: June 6, 2022
2021 article
Online Testing of Subgroup Treatment Effects Based on Value Difference
2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), pp. 1463–1468.
author keywords: sequential testing; heterogeneous treatment effects
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: May 2, 2022
2021 article
A spatiotemporal recommendation engine for malaria control
Guan, Q., Reich, B. J., & Laber, E. B. (2021, April 10). BIOSTATISTICS, Vol. 4.
author keywords: Infectious disease; Malaria; Resource allocation; Sequential optimization; Satiotemporal model
MeSH headings : Bayes Theorem; Humans; Malaria / prevention & control; Resource Allocation
TL;DR:
The estimated optimal policy under the proposed framework improves the cumulative long-term outcome compared with naive approaches in both simulation experiments and application to malaria interventions in the Democratic Republic of the Congo.
(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: March 28, 2022
2021 article
Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control
KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, pp. 1634–1644.
author keywords: infectious disease control; COVID-19; sequential decision making
TL;DR:
A Multi-Objective Model-based Reinforcement Learning framework to facilitate data-driven decision-making and minimize the overall long-term cost is proposed and provides a real-time decision support tool for policymakers.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: March 14, 2022
2021 article
Measuring Phylogenetic Information of Incomplete Sequence Data
Seo, T.-K., Gascuel, O., & Thorne, J. L. (2021, September 1). SYSTEMATIC BIOLOGY.
MeSH headings : Evolution, Molecular; INDEL Mutation; Models, Genetic; Models, Statistical; Phylogeny; Sequence Alignment
TL;DR:
A new test for model adequacy is developed by comparing the Fisher information of actual and simulated sequences and identifying which alignment sites and tree branches are most affected by gaps and model misspecification.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: March 14, 2022
2021 journal article
BAYESIAN INFERENCE IN HIGH-DIMENSIONAL LINEAR MODELS USING AN EMPIRICAL CORRELATION-ADAPTIVE PRIOR
STATISTICA SINICA, 31(4), 2051–2072.
author keywords: Collinearity; empirical Bayes; posterior convergence rate; stochastic search; variable selection
TL;DR:
An empirical correlation-adaptive prior that makes use of information in the observed predictor variable matrix to adaptively address high collinearity, determining if parameters associated with correlated predictors should be shrunk together or kept apart is proposed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: March 7, 2022
2021 journal article
Generalized inferential models for censored data
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 137, 51–66.
author keywords: Kaplan-Meier estimator; Plausibility; Random set; Relative likelihood; Survival analysis
TL;DR:
This paper provides an alternative generalized inferential model approach whose output is a data-dependent plausibility function, driven by an association between the distribution of the relative likelihood function at the interest parameter and an unobserved auxiliary variable.
(via Semantic Scholar)
Source: Web Of Science
Added: February 28, 2022
2021 journal article
Valid Model-Free Prediction of Future Insurance Claims
NORTH AMERICAN ACTUARIAL JOURNAL, 25(4), 473–483.
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: February 28, 2022
2021 journal article
Bayesian estimation of sparse precision matrices in the presence of Gaussian measurement error
ELECTRONIC JOURNAL OF STATISTICS, 15(2), 4545–4579.
author keywords: High-dimensional inference; Gaussian graphical model; measurement error; posterior contraction rate; sparsity
TL;DR:
This paper incorporates measurement error in the context of estimating a sparse, high-dimensional precision matrix for a Gaussian graphical model with data corrupted by Gaussian measurement error with unknown variance and establishes a general result which gives sufficient conditions under which the posterior contraction rates that hold in the no-measurement-error case carry over to the measurement- error case.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: February 28, 2022
2021 article
A projector-based approach to quantifying total and excess uncertainties for sketched linear regression
Chi, J. T., & Ipsen, I. C. F. (2021, August 11). INFORMATION AND INFERENCE-A JOURNAL OF THE IMA.
author keywords: expectation; variance; bias; mean squared error; predictive risk
TL;DR:
A projector-based approach to sketched linear regression is presented that is exact and that requires minimal assumptions on the sketching matrix, and enables derivation of key quantities from classic linear regression that account for the combined model- and algorithm-induced uncertainties.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: February 28, 2022
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