Statistics

College of Sciences

Works Published in 2020

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Displaying works 41 - 60 of 177 in total

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

2020 journal article

LEPTOSPIRA, PARVOVIRUS, AND TOXOPLASMA IN THE NORTH AMERICAN RIVER OTTER (LONTRA CANADENSIS) IN NORTH CAROLINA, USA

JOURNAL OF WILDLIFE DISEASES, 56(4), 791–802.

By: C. Sanders n, C. Olfenbuttel*, K. Pacifici, G. Hess, R. Livingston* & C. DePerno

author keywords: Disease; leptospirosis; Lontra canadensis; North Carolina; otter; parvovirus; toxoplasmosis
Source: Web Of Science
Added: November 24, 2020

2020 journal article

Exploring the Limits of Combined Image/'omics Analysis for Non-cancer Histological Phenotypes

FRONTIERS IN GENETICS, 11.

author keywords: imaging; genomics; pathology; prediction; integration; histology; machine learning; embedding
Sources: Web Of Science, ORCID
Added: November 24, 2020

2020 journal article

The GTEx Consortium atlas of genetic regulatory effects across human tissues

SCIENCE, 369(6509), 1318–1330.

By: F. Aguet, A. Barbeira, R. Bonazzola, A. Brown, S. Castel, B. Jo, S. Kasela, S. Kim-Hellmuth* ...

Source: Web Of Science
Added: November 16, 2020

2020 journal article

Mercury exposure in relation to sleep duration, timing, and fragmentation among adolescents in Mexico City

Environmental Research.

By: E. Jansen, E. Hector, J. Goodrich, A. Cantoral, T. Rojo, B. Mm, S. N

Source: ORCID
Added: November 1, 2020

2020 journal article

Doubly distributed supervised learning and inference with high-dimensional correlated outcomes

Journal of Machine Learning Research.

By: E. Hector & P. Song

Source: ORCID
Added: November 1, 2020

2020 journal article

Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms

PLOS COMPUTATIONAL BIOLOGY, 16(9).

By: R. Mukherjee*, B. Beykal*, A. Szafran*, M. Onel*, F. Stossi*, M. Mancini*, D. Lloyd, F. Wright ...

Source: Web Of Science
Added: October 26, 2020

2020 journal article

MODELING AND ESTIMATION OF CONTAGION-BASED SOCIAL NETWORK DEPENDENCE WITH TIME-TO-EVENT DATA

STATISTICA SINICA, 30(4), 2051–2074.

By: L. Yu, W. Lu & D. Huang

author keywords: Contagion-based social correlation; generalized linear transformation model; nonparametric maximum likelihood estimation; social network; time-to-event data
Source: Web Of Science
Added: October 26, 2020

2020 journal article

SPARSE BAYESIAN ADDITIVE NONPARAMETRIC REGRESSION WITH APPLICATION TO HEALTH EFFECTS OF PESTICIDES MIXTURES

STATISTICA SINICA, 30(1), 55–79.

By: R. Wei, B. Reich, J. Hoppin & S. Ghosal

author keywords: Additive nonparametric regression; Bayesian variable selection; continuous shrinkage prior; environmental epidemiology; posterior consistency
Sources: Web Of Science, ORCID
Added: October 26, 2020

2020 journal article

OPTIMAL EMG PLACEMENT FOR A ROBOTIC PROSTHESIS CONTROLLER WITH SEQUENTIAL, ADAPTIVE FUNCTIONAL ESTIMATION (SAFE)

ANNALS OF APPLIED STATISTICS, 14(3), 1164–1181.

By: J. Stallrich, M. Islam, A. Staicu, D. Crouch, L. Pan & H. Huang

author keywords: Electromyography signal; varying functional regression; functional variable selection; adaptive group LASSO; correlated functional predictors; sequential adaptive functional estimation
Sources: Web Of Science, ORCID
Added: October 19, 2020

2020 journal article

Synonymous Site-to-Site Substitution Rate Variation Dramatically Inflates False Positive Rates of Selection Analyses: Ignore at Your Own Peril

MOLECULAR BIOLOGY AND EVOLUTION, 37(8), 2430–2439.

author keywords: evolutionary model; synonymous rate variation; codon model; episodic selection
Source: Web Of Science
Added: October 19, 2020

2020 journal article

Transitioning Machine Learning from Theory to Practice in Natural Resources Management

ECOLOGICAL MODELLING, 435.

author keywords: Machine learning; Natural resources management; Stakeholders; Decision-support tools; Decision-making; Process-based modeling
Sources: Web Of Science, ORCID
Added: October 19, 2020

2020 journal article

On empirical estimation of mode based on weakly dependent samples

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 152.

By: B. Liu & S. Ghosh

author keywords: Bernstein polynomials; Empirical mode estimator; Strong consistency; Anderson-Darling test
Sources: Web Of Science, ORCID
Added: October 12, 2020

2020 journal article

Stickiness of rental rate and housing vacancy rate

ECONOMICS LETTERS, 195.

By: H. Wang

author keywords: Sticky rent; Nash bargaining; Business cycle
Source: Web Of Science
Added: October 12, 2020

2020 journal article

Evaluation of a Stepped-Care eHealth HIV Prevention Program for Diverse Adolescent Men Who Have Sex With Men: Protocol for a Hybrid Type 1 Effectiveness Implementation Trial of SMART

JMIR RESEARCH PROTOCOLS, 9(8).

By: B. Mustanski*, D. Moskowitz*, K. Moran*, M. Newcomb*, K. Macapagal*, C. Rodriguez-Diaz*, H. Rendina*, E. Laber ...

author keywords: HIV prevention; eHealth; adolescents; men who have sex with men; implementation science; mobile phone
Source: Web Of Science
Added: October 5, 2020

2020 report

Statistical data integration in survey sampling: a review

https://arxiv.org/abs/2001.03259

By: S. Yang & J. Kim

Source: NC State University Libraries
Added: September 27, 2020

2020 report

Double score matching estimators of average and quantile treatment effects

https://arxiv.org/abs/2001.06049

By: S. Yang & Y. Zhang

Source: NC State University Libraries
Added: September 27, 2020

2020 report

Estimating Average Treatment Effects Utilizing Fractional Imputation when Confounders are Subject to Missingness

https://arxiv.org/pdf/1905.11497

By: N. Corder & S. Yang

Source: NC State University Libraries
Added: September 27, 2020

2020 report

Integrative analysis of randomized clinicaltrials with real world evidence studies

https://arxiv.org/pdf/2003.01242

By: L. Dong, S. Yang, X. Wang, D. Zeng & J. Cai

Source: NC State University Libraries
Added: September 27, 2020

2020 chapter

Hierarchical continuous time hidden Markov model, with application in zero-inflated accelerometer data

In Y. Zhao & D. G. Chen (Eds.), Statistical Modeling for Biomedical Research: Contemporary Topics and Voices in the Field (pp. 125–142).

By: Z. Xu n, E. Laber n & A. Staicu

Ed(s): Y. Zhao & D. Chen

Sources: NC State University Libraries, ORCID
Added: September 27, 2020

2020 article

Statistical Inference for Online Decision Making: In a Contextual Bandit Setting

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 7, pp. 1–16.

author keywords: Epsilon-greedy; Inverse propensity weighted estimator; Model misspecification; Online decision making; Statistical inference
Source: ORCID
Added: September 23, 2020