Statistics

College of Sciences

Works Published in 2021

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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.

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.

By: J. Krieger*, J. Neil*, K. Duke*, M. Zalake*, F. Tavassoli*, M. Vilaro*, D. Wilson-Howard*, S. Chavez* ...

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.

By: E. Schliep*, T. Schafer* & M. Hawkey*

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).

By: S. Bailey*, G. Elliott* & E. Schliep*

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.

By: A. Cloud n & E. Laber*

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.

By: J. Williams n

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.

By: M. Yu n, W. Lu n & R. Song n

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.

By: Q. Guan n, B. Reich n & E. Laber n

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.

By: R. Wan n, X. Zhang n & R. Song n

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.

By: C. Liu, Y. Yang*, H. Bondell* & R. Martin*

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.

By: J. Cahoon* & R. Martin n

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.

By: J. Chi & I. Ipsen n

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.

By: S. Joffe*, A. Babiker*, S. Ellenberg*, A. Fix*, M. Griffin*, S. Hunsberger*, J. Kalil*, M. Levine* ...

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