Statistics

College of Sciences

Works Published in 2023

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Displaying all 16 works

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2023 journal article

Unintended environmental benefits of crop insurance: Nitrogen and phosphorus in water bodies

ECOLOGICAL ECONOMICS, 204.

By: X. Lu, Y. Che, R. Rejesus, B. Goodwin, S. Ghosh & J. Paudel

author keywords: Crop insurance; Environmental externalities; Nitrogen pollution
Source: Web Of Science
Added: March 20, 2023

2023 journal article

GENERALIZED FIDUCIAL FACTOR: AN ALTERNATIVE TO THE BAYES FACTOR FOR FORENSIC IDENTIFICATION OF SOURCE PROBLEMS

ANNALS OF APPLIED STATISTICS, 17(1), 378–402.

By: J. Williams, D. Ommen & J. Hannig

author keywords: Bayes factor; generalized fiducial inference; likelihood ratio
Source: Web Of Science
Added: March 13, 2023

2023 journal article

Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 27(1), 421–432.

By: L. Shi, M. Wank, Y. Chen, Y. Wang, Y. Liu, E. Hector, P. Song

author keywords: Artificial synthetic imaging data; sleep classification; convolutional neural network; physiological signals; wearable
Sources: Web Of Science, ORCID
Added: March 13, 2023

2023 journal article

Campylobacter Colonization and Diversity in Young Turkeys in the Context of Gastrointestinal Distress and Antimicrobial Treatment

MICROORGANISMS, 11(2).

By: M. Kirchner n, W. Miller, J. Osborne, B. Badgley, J. Neidermeyer & S. Kathariou

author keywords: turkeys; Campylobacter; antimicrobial resistance; multidrug resistance; irritable and crabby syndrome
Source: Web Of Science
Added: March 13, 2023

2023 journal article

A Comparison of Learning Rate Selection Methods in Generalized Bayesian Inference

BAYESIAN ANALYSIS, 18(1), 105–132.

By: P. Wu n & R. Martin

author keywords: coverage probability; generalized posterior calibration algorithm; model misspecification; SafeBayes algorithm
Source: Web Of Science
Added: February 27, 2023

2023 article

Variations in reproduction and age structure in the North American river otter in North Carolina, USA

Sanders, C. W., Stewart, D. L., Pacifici, K., Hess, G. R., Olfenbuttel, C., & DePerno, C. S. (2023, January 23). JOURNAL OF WILDLIFE MANAGEMENT.

By: C. Sanders n, D. Stewart*, K. Pacifici, G. Hess, C. Olfenbuttel* & C. DePerno

author keywords: age structure; corpora lutea; fecundity; juvenile; Lontra canadensis; North Carolina; reproduction; river otter; trapping; variation; yearling
Source: Web Of Science
Added: February 20, 2023

2023 journal article

Duration of exposure to epidural anesthesia at delivery, DNA methylation in umbilical cord blood and their association with offspring asthma in Non-Hispanic Black women

ENVIRONMENTAL EPIGENETICS, 9(1).

author keywords: epidural anesthesia; labor analgesia; asthma; health disparities; DNA methylation; mediation analysis
Source: Web Of Science
Added: February 13, 2023

2023 journal article

Leveraging Scheme for Cross-Study Microbiome Machine Learning Prediction and Feature Evaluations

Bioengineering.

Source: ORCID
Added: February 10, 2023

2023 journal article

Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo

Journal of Computational and Graphical Statistics.

By: Q. Heng n, H. Zhou* & E. Chi

Source: ORCID
Added: January 20, 2023

2023 journal article

Bayesian Analysis of First-Order Markov Models for Autocorrelated Binary Responses

JOURNAL OF STATISTICAL THEORY AND PRACTICE, 17(1).

By: D. Lee & S. Ghosh

author keywords: Bayesian inference; Binary longitudinal data; B-spline basis; Nonhomogeneous Markov model
Sources: Web Of Science, ORCID
Added: January 17, 2023

2023 journal article

A Comparison of Mathematical and Statistical Modeling with Longitudinal Data: An Application to Ecological Momentary Assessment of Behavior Change in Individuals with Alcohol Use Disorder

BULLETIN OF MATHEMATICAL BIOLOGY, 85(1).

By: S. Shao*, J. Canner*, R. Everett, K. Bekele-Maxwell*, A. Kuerbis*, L. Stephenson, J. Menda n, J. Morgenstern*, H. Banks

author keywords: Ecological momentary assessment data; Generalized estimating equations; Generalized linear mixed models; Markov models; Generalized linear mixed-effects Markov models; Differential equations
Source: Web Of Science
Added: January 3, 2023

2023 journal article

Nonparametric estimation of isotropic covariance function

Journal of Nonparametric Statistics.

author keywords: Bernstein polynomials; consistency; sieve maximum likelihood; spatial covariance; stationary isotropic covariance
Source: ORCID
Added: November 23, 2022

2023 journal article

A Sharper Computational Tool for Regression

Technometrics.

By: X. Liu n, E. Chi & K. Lange*

author keywords: Distance penalization; Integral squared error criterion; MM principle; Newton's method; Penalized estimation
Source: ORCID
Added: October 8, 2022

2023 journal article

Parallel-and-stream accelerator for computationally fast supervised learning

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 177.

By: E. Hector, L. Luo & P. Song

author keywords: Confidence distribution; Divide and conquer; Generalized method of moments; Online learning; Prediction
Sources: Web Of Science, ORCID
Added: September 12, 2022

2023 journal article

Shape-constrained estimation in functional regression with Bernstein polynomials

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 178.

By: R. Ghosal*, S. Ghosh, J. Urbanek, J. Schrack & V. Zipunnikov

author keywords: Shape constrained estimation; Functional regression; Monotonicity, convexity; Physical activity
Sources: ORCID, Web Of Science
Added: September 10, 2022

2023 journal article

Process–Structure–Property relationship of roping in meltblown nonwovens

The Journal of The Textile Institute.

author keywords: Nonwovens; roping; fiber bundles; meltblown media; defects
Source: ORCID
Added: March 10, 2022