Statistics
College of Sciences
Works Published in 2021
Displaying works 1 - 20 of 188 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
The Impact of COVID-19 on Medical Device Reporting and Investigation
Patient Safety, 9, 28–35.
patientsafetyj.com (publisher PDF)
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
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, ORCID
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
Sources: Crossref, ORCID
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, ORCID
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
Sources: Crossref, ORCID
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
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.
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
Sources: Web Of Science, ORCID
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
Sources: Web Of Science, ORCID
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
Sources: Web Of Science, ORCID
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
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
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
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.
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
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
Source: Web Of Science
Added: February 28, 2022
2021 article
Single-index models with functional connectivity network predictors
Weaver, C., Xiao, L., & Lindquist, M. A. (2021, May 5). BIOSTATISTICS, Vol. 5.
author keywords: fMRI; Networks; Nonparametric regression; Penalized splines; Sparsity
MeSH headings : Humans; Nerve Net / diagnostic imaging; Nerve Net / physiology; Connectome / methods; Magnetic Resonance Imaging / methods; Brain / diagnostic imaging; Brain / physiology; Computer Simulation
Sources: Web Of Science, ORCID
Added: February 28, 2022
2021 review
Data and Safety Monitoring of COVID-19 Vaccine Clinical Trials
[Review of ]. JOURNAL OF INFECTIOUS DISEASES, 224(12), 1995–2000.
author keywords: SARS-CoV-2; COVID19; clinical trials; vaccines; data and safety monitoring
MeSH headings : Aged; COVID-19 / prevention & control; COVID-19 Vaccines / administration & dosage; COVID-19 Vaccines / adverse effects; COVID-19 Vaccines / immunology; Humans; SARS-CoV-2; United States; Vaccines
Source: Web Of Science
Added: February 28, 2022
2021 journal article
Hydrologic Modeling of Distributed Stormwater Control Measure Retrofit and Examination of Impact of Subcatchment Discretization in PCSWMM
JOURNAL OF SUSTAINABLE WATER IN THE BUILT ENVIRONMENT, 7(3).
Source: Web Of Science
Added: February 21, 2022
