Works Published in 2021
Displaying works 101 - 120 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
Data Processing Workflow to Identify Structurally Related Compounds in Petroleum Substances Using Ion Mobility Spectrometry-Mass Spectrometry
ENERGY & FUELS, 35(13), 10529–10539.
TL;DR:
This work demonstrates how rapid untargeted IMS-MS analysis and the proposed data processing workflow can be used to provide confident compositional characterization of hydrocarbon-containing substances.
(via Semantic Scholar)
Source: Web Of Science
Added: July 26, 2021
2021 journal article
A BAYESIAN SEMI-PARAMETRIC MIXTURE MODEL FOR BIVARIATE EXTREME VALUE ANALYSIS WITH APPLICATION TO PRECIPITATION FORECASTING
STATISTICA SINICA, 31(3), 1619–1641.
author keywords: Bivariate extreme value model; generalized Pareto distribution; hierarchical model; tail dependence
MeSH headings : Bayes Theorem; Models, Statistical; Psychometrics
doi.org (publisher PDF)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 26, 2021
2021 journal article
Alternative Formulations of Trap Lures for Operational Detection, Population Monitoring, and Outbreak Forecasting of Southern Pine Beetle in the United States
JOURNAL OF ECONOMIC ENTOMOLOGY, 114(3), 1189–1200.
author keywords: bark beetle; forecast; host odor; monoterpene; pheromone
MeSH headings : Alabama; Animals; Coleoptera; Disease Outbreaks; Gas Chromatography-Mass Spectrometry; Louisiana; Mississippi; North Carolina; Pheromones; Pinus
TL;DR:
The lure combination that included endo-brevicomin and alpha/beta-pinene is recommended for the trapping survey because of its high sensitivity for southern pine beetle and potential for greater data integrity resulting from its reproducible composition.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: July 26, 2021
2021 journal article
Process-Property Relationships for Melt-Spun Poly(lactic acid) Yarn
ACS OMEGA, 6(24), 15920–15928.
TL;DR:
Understanding is increased on how different process parameters can be utilized to achieve the desired properties of the as-spun and drawn PLA yarn while controlling process-induced premature degradation.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
12. Responsible Consumption and Production
(Web of Science)
Source: Web Of Science
Added: July 19, 2021
2021 article
A conditional female lethal system for genetic suppression of the global fruit crop pest Drosophila suzukii
Li, F., Yamamoto, A., Belikoff, E. J., Berger, A., Griffith, E. H., & Scott, M. J. (2021, July 2). PEST MANAGEMENT SCIENCE.
author keywords: Drosophila suzukii; spotted wing Drosophila; sterile insect technique; fsRIDL; tet-OFF; alternate splicing
MeSH headings : Animals; Drosophila / genetics; Fruit; Housing, Animal; Rubus; Suppression, Genetic
TL;DR:
It is shown that repeated releases of an excess of transgenic males can suppress D. suzukii populations in laboratory cage trials and suggests that the transgenic strain could provide an effective approach for control of this invasive pest of soft-skinned fruits.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: July 19, 2021
2021 personal communication
Response to the comment Confidence in confidence distributions!
Martin, R., Balch, M. S., & Ferson, S. (2021, June 30).
author keywords: false confidence; non-additive beliefs; inferential model; satellite conjunction analysis
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: July 19, 2021
2021 article
Setting the Stage: Statistical Collaboration Videos for Training the Next Generation of Applied Statisticians
Sharp, J. L., Griffith, E. H., & Higgs, M. D. (2021, July 4). JOURNAL OF STATISTICS AND DATA SCIENCE EDUCATION.
author keywords: Collaboration; Communication; Education; Resources; Video
TL;DR:
Ten modern, freely-available videos of mock collaborative interactions, set in the context of academic research discussions, are provided, which are designed to be incorporated into existing curricula related to collaboration.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
12. Responsible Consumption and Production
(Web of Science)
Source: Web Of Science
Added: July 19, 2021
2021 review
Characterization of bonding property in asphalt pavement interlayer: A review
[Review of ]. JOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION, 8(3), 374–387.
author keywords: Interlayer bonding; Asphalt pavement; Interface strength; Tack coat; Influencing factors
Source: Web Of Science
Added: July 19, 2021
2021 journal article
Scalable Estimation of Epidemic Thresholds via Node Sampling
Sankhya A, 84(1), 321–344.
author keywords: Epidemic threshold; Networks; Sampling; Random walk; Configuration model; Epidemiology
TL;DR:
This paper identifies two major challenges that are caused by high computational and sampling complexity of the epidemic threshold and develops two statistically accurate and computationally efficient approximation techniques to address these issues under the Chung-Lu modeling framework.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: July 19, 2021
2021 article
Spatial Shrinkage Via the Product Independent Gaussian Process Prior
Roy, A., Reich, B. J., Guinness, J., Shinohara, R. T., & Staicu, A.-M. (2021, June 16). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, Vol. 6.
author keywords: Bayesian; High dimension; Image regression; Multiple sclerosis; Shrinkage; Spatial data analysis
TL;DR:
An efficient computation algorithm based on spectral methods is developed to model continuous signals that are sparse and piecewise-smooth as the product of independent Gaussian processes with a smooth covariance kernel for sparse signal detection on a spatial domain.
(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: July 12, 2021
2021 journal article
Posterior contraction in sparse generalized linear models
BIOMETRIKA, 108(2), 367–379.
author keywords: Fractional posterior; Generalized linear model; High-dimensional regression; Posterior contraction rate; Sparsity-inducing prior
TL;DR:
This work studies posterior contraction rates in sparse high-dimensional generalized linear models using priors incorporating sparsity, and shows that Bayesian methods achieve convergence properties analogous to lasso-type procedures.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: July 12, 2021
2021 article
Influence of long-stay jugular catheters on hemostatic variables in healthy dogs
Kielb Basile, J. L., Lynch, A. M., Ruterbories, L., Castaneda, K., Griffith, E., & Ueda, Y. (2021, July 3). JOURNAL OF VETERINARY EMERGENCY AND CRITICAL CARE.
author keywords: canine; central venous catheter; hemostasis; thromboelastography; venipuncture
MeSH headings : Animals; Catheters, Indwelling / adverse effects; Catheters, Indwelling / veterinary; Dogs; Hemostatics; Jugular Veins; Male; Partial Thromboplastin Time / veterinary; Prospective Studies; Prothrombin Time / veterinary
TL;DR:
The data suggest that accurate hemostatic variables may be obtained using blood collected from indwelling jugular catheters, maintained with heparinized saline for at least 72 hours, in healthy dogs.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: July 12, 2021
2021 journal article
Resonance in Physiologically Structured Population Models
BULLETIN OF MATHEMATICAL BIOLOGY, 83(8).
author keywords: Benthic invertebrates; Environmental stochasticity; Intraspecific competition; Mathematical model; Population dynamics; Spectral analysis
MeSH headings : Animals; Anthozoa; Coral Reefs; Mathematical Concepts; Population Density; Population Dynamics
TL;DR:
This analysis identifies a sharp multi-decade resonance driven by space competition between existing coral colonies and incoming recruits in a size-structured population model of stony corals with open recruitment, parameterized for a common Indo-Pacific coral species complex.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
14. Life Below Water
(Web of Science; OpenAlex)
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: July 6, 2021
2021 article
SNAPSHOT USA 2019: a coordinated national camera trap survey of the United States
Cove, M. V., Kays, R., Bontrager, H., Bresnan, C., Lasky, M., Frerichs, T., … McShea, A. J. (2021, June). ECOLOGY, Vol. 102.
author keywords: biodiversity; biogeography; camera traps; carnivora; Cetartiodactyla; Cingulata; Didelphimorphia; Lagomorpha; mammals; occupancy modeling; Rodentia; species distribution modeling
MeSH headings : Animals; Animals, Wild; Birds; Mammals; Population Dynamics; United States
TL;DR:
The SNAPSHOT USA project, a collaborative survey of terrestrial wildlife populations using camera traps across the United States, compiled data across all 50 states during a 14-week period in 2019, representing a timely and standardized camera trap survey of the USA.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
15. Life on Land
(Web of Science; OpenAlex)
Source: Web Of Science
Added: June 28, 2021
2021 journal article
Unified Bayesian theory of sparse linear regression with nuisance parameters
ELECTRONIC JOURNAL OF STATISTICS, 15(1), 3040–3111.
author keywords: Bernstein-von Mises theorems; High-dimensional regression; Model selection consistency; Posterior contraction rates; Sparse priors
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: June 28, 2021
2021 article
Accounting for Location Measurement Error in Imaging Data With Application to Atomic Resolution Images of Crystalline Materials
Miller, M. J., Cabral, M. J., Dickey, E. C., LeBeau, J. M., & Reich, B. J. (2021, April 28). TECHNOMETRICS, Vol. 4.
author keywords: Bayesian hierarchical modeling; Materials science; Scanning transmission electron microscopy; Spatial statistics; Image analysis
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: June 28, 2021
2021 journal article
Testing error heterogeneity in censored linear regression
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 161.
author keywords: Censored linear regression; Error heterogeneity; Kernel machine regression; Resampling
TL;DR:
An omnibus test to check error heterogeneity in censored linear regression is developed based on testing the variance component in a working kernel machine regression model and a resampling scheme is derived to approximate the null distribution.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: June 21, 2021
2021 journal article
Knockoff boosted tree for model-free variable selection
BIOINFORMATICS, 37(7), 976–983.
MeSH headings : Algorithms; Computer Simulation; Genome; Machine Learning
TL;DR:
This work proposes a novel strategy for conducting variable selection without prior model topology knowledge using the knockoff method with boosted tree models and applies this method for tumor purity estimation and tumor classification using Cancer Genome Atlas data.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: June 21, 2021
2021 journal article
SURROGATE BASED MUTUAL INFORMATION APPROXIMATION AND OPTIMIZATION FOR URBAN SOURCE LOCALIZATION
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 11(5), 39–55.
author keywords: computational statistics; information theory; bayesian inference; spatial statistics
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: June 21, 2021
2021 journal article
Eigenvector-based sparse canonical correlation analysis: Fast computation for estimation of multiple canonical vectors
JOURNAL OF MULTIVARIATE ANALYSIS, 185.
author keywords: GTEx; High-dimensional data analysis; Multivariate regression; Sparse canonical correlation analysis
TL;DR:
This work provides an explicit link between sparse multiple regression with sparse canonical correlation analysis, and an efficient algorithm that can estimate multiple canonical pairs simultaneously rather than sequentially, and naturally allows parallel computing.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: June 19, 2021
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