Works Published in 2019
Displaying works 121 - 140 of 225 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2019 journal article
A smoothing-based goodness-of-fit test of covariance for functional data
BIOMETRICS, 75(2), 562–571.
author keywords: functional data analysis; Functional principal components analysis; hypothesis testing; linear mixed effects models; longitudinal data analysis
MeSH headings : Analysis of Variance; Computer Simulation; Data Interpretation, Statistical; Humans; Longitudinal Studies; Models, Statistical
TL;DR:
A goodness‐of‐fit test for comparing parametric covariance functions against general nonparametric alternatives for both irregularly observed longitudinal data and densely observed functional data is proposed.
(via Semantic Scholar)
doi.org (publisher)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: September 23, 2019
2019 journal article
Computer Model Calibration Based on Image Warping Metrics: An Application for Sea Ice Deformation
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 24(3), 444–463.
author keywords: Arctic sea ice; Calibration; Emulation; Gaussian process; Image registration
TL;DR:
A statistical emulation and calibration framework that accounts for feature misalignment and misshapenness is developed, which involves optimally aligning model output with observed features using cutting-edge image registration techniques.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
14. Life Below Water
(OpenAlex)
Source: Web Of Science
Added: September 16, 2019
2019 journal article
Performance of the Population Bioequivalence (PBE) Statistical Test with Impactor Sized Mass Data
AAPS PHARMSCITECH, 20(7).
author keywords: average bioequivalence; inhalation products; in vitro performance; regulatory; US Food and Drug Administration (FDA)
MeSH headings : Administration, Inhalation; Databases, Factual / statistics & numerical data; Humans; Metered Dose Inhalers / statistics & numerical data; Nebulizers and Vaporizers / statistics & numerical data; Pharmaceutical Preparations / administration & dosage; Therapeutic Equivalency; United States; United States Food and Drug Administration / statistics & numerical data
TL;DR:
This work showed that separately modeling within- and between-batch variability while increasing the number of sampled batches addressed previously identified issues of the PBE approach when between- batch variability was present, namely, increased risk for falsely concluding equivalence and low probability of correctly concluding equivalences.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: September 16, 2019
2019 journal article
Hunting interacts with socio-demographic predictors of human perceptions of urban coyotes
WILDLIFE SOCIETY BULLETIN, 43(3), 447–454.
author keywords: Canis latrans; carnivore; coyotes; hunting; moderating effects; urban
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(OpenAlex)
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: September 16, 2019
2019 article
Guest Editors' Introduction to the Special Issue on "Climate and the Earth System"
Hammerling, D., & Reich, B. J. (2019, September). JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, Vol. 24, pp. 395–397.
author keywords: Climate models; Computational statistics; Extreme value analysis; Spatiotemporal data
TL;DR:
This special issue proudly features eight papers that span a wide range of computational and methodological problems related to the climate and earth system and identifies common themes among the papers and point to areas of future research.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: September 16, 2019
2019 journal article
Creation of a Geospatially Explicit, Agent-based Model of a Regional Healthcare Network with Application to Clostridioides difficile Infection
HEALTH SECURITY, 17(4), 276–290.
author keywords: Geospatial; Agent-based model; Synthetic population; Healthcare-associated infection; Clostridioides difficile infection; Healthcare network
MeSH headings : Clostridioides difficile / pathogenicity; Clostridium Infections / epidemiology; Clostridium Infections / mortality; Cross Infection / epidemiology; Health Facilities; Humans; Spatial Analysis; Systems Analysis
TL;DR:
The ABM's potential to detect network areas where disease risk is high; simulate and evaluate interventions to protect public health; adapt to other geographic locations and healthcare-associated infections, including emerging pathogens; and meaningfully translate results to public health practitioners, healthcare providers, and policymakers are discussed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: September 9, 2019
2019 journal article
Composite kernel machine regression based on likelihood ratio test for joint testing of genetic and gene–environment interaction effect
Biometrics, 75(2), 625–637.
Contributors: N. Zhao *, H. Zhang *, J. Clark *, A. Maity n & M. Wu *
author keywords: gene-environment interactions; kernel machine testing; likelihood ratio test; multiple variance components; spectral decomposition; unidentifiable conditions
MeSH headings : Computer Simulation; Gene-Environment Interaction; Humans; Likelihood Functions; Models, Genetic; Polymorphism, Single Nucleotide; Regression Analysis; Spatial Analysis
TL;DR:
A kernel machine regression framework is developed to model the overall genetic effect of a SNP‐set, considering the possible GE interaction and a Monte Carlo approach is derived for the finite sample distributions of LRT and RLRT statistics.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
15. Life on Land
(OpenAlex)
Source: ORCID
Added: September 5, 2019
2019 journal article
Genomic Selection with Allele Dosage in Panicum maximum Jacq.
G3-GENES GENOMES GENETICS, 9(8), 2463–2475.
author keywords: Plant Breeding; Guinea Grass; Quantitative Genotyping; Polyploidy; Genotyping-by-sequencing (GBS); Recurrent Genomic Selection; Genomic Prediction; GenPred; Shared Data Resources
MeSH headings : Algorithms; Alleles; Gene Dosage; Genome, Plant; Genomics / methods; Panicum / genetics; Phenotype; Plant Breeding; Polyploidy; Selection, Genetic
TL;DR:
This work provides bioinformatic and modeling guidelines to consider tetraploid dosage and observed that genomic selection may lead to additional gains in recurrent selection program of P. maximum.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
15. Life on Land
(OpenAlex)
Source: Web Of Science
Added: August 26, 2019
2019 journal article
Satellite conjunction analysis and the false confidence theorem
author keywords: belief functions; filter estimates; space situational awareness; statistical theory and methods
TL;DR:
The Martin–Liu validity criterion is introduced as a benchmark by which to identify statistical methods that are free from false confidence, and it is shown that uncertainty ellipsoids satisfy the validity criterion.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 26, 2019
2019 journal article
Effects of acellular equine amniotic allografts on the healing of experimentally induced full-thickness distal limb wounds in horses
VETERINARY SURGERY, 48(8), 1416–1428.
MeSH headings : Allografts; Amnion; Animals; Bandages / veterinary; Granulation Tissue / physiology; Horse Diseases / therapy; Horses / injuries; Prospective Studies; Skin / injuries; Skin / pathology; Wound Healing / physiology; Wounds and Injuries / therapy; Wounds and Injuries / veterinary
TL;DR:
Application of eAM resulted in increased granulation tissue production while maintaining appropriate healing of experimental wounds and is likely most beneficial for substantial wounds in which expedient production of large amounts ofgranulation tissue is desirable.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 26, 2019
2019 review
Matrix completion from a computational statistics perspective
[Review of ]. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 11(5).
author keywords: Collaborative filtering; low-rank approximation; missing data; optimization; recommender systems
TL;DR:
This review examines the success behind low‐rank matrix completion, one of the most studied and employed versions of matrix completion and sees opportunities to weaken the commonly enforced assumption of missing completely at random in matrix completion.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 26, 2019
2019 journal article
Computation of exact probabilities associated with overlapping pattern occurrences
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 11(5).
author keywords: Auxiliary Markov chain; distribution of a pattern statistic; Markovian sequences; sparse Markov models; VLMC
TL;DR:
An overview of the main methods used to compute distributions of statistics of overlapping pattern occurrences, specifically, generating functions, correlation functions, the Goulden‐Jackson cluster method, recursive equations, and Markov chain embedding are given.
(via Semantic Scholar)
Source: Web Of Science
Added: August 26, 2019
2019 journal article
Population estimates of Antillean manatees in Puerto Rico: an analytical framework for aerial surveys using multi-pass removal sampling
JOURNAL OF MAMMALOGY, 100(4), 1340–1349.
author keywords: aerial survey; Antillean manatee; detection probability; population size; Puerto Rico; removal method; repeated counts
UN Sustainable Development Goal Categories
14. Life Below Water
(Web of Science)
15. Life on Land
(OpenAlex)
Source: Web Of Science
Added: August 19, 2019
2019 journal article
LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS
ANNALS OF STATISTICS, 47(5), 2671–2703.
author keywords: High dimensional testing; linear hypothesis; likelihood ratio statistics; score test; Wald test
TL;DR:
This paper proposes constrained partial regularization method and introduces an algorithm for solving regularization problems with folded-concave penalty functions and linear constraints, and shows that the limiting null distributions of these three test statistics are χ2 distribution with the same degrees of freedom, and under local alternatives, they asymptotically follow non-central χ1 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)
Sources: Web Of Science, NC State University Libraries
Added: August 19, 2019
2019 journal article
Histological evaluation of five suture materials in the telson ligament of the American horseshoe crab (Limulus polyphemus)
PEERJ, 7.
author keywords: Limulus; Suture reaction; Telson ligament; Eugenol; Histopathology
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 19, 2019
2019 journal article
Maximum Entropy-based Probabilistic Mass-Radius Relation of Exoplanets
ASTRONOMICAL JOURNAL, 158(2).
author keywords: methods: statistical; planets and satellites: composition
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 19, 2019
2019 journal article
A Genetic Locus on Chromosome 2q24 Predicting Peripheral Neuropathy Risk in Type 2 Diabetes: Results From the ACCORD and BARI 2D Studies
DIABETES, 68(8), 1649–1662.
MeSH headings : Aged; Alleles; Chromosomes, Human, Pair 2; Databases, Genetic; Diabetes Mellitus, Type 2 / complications; Diabetes Mellitus, Type 2 / epidemiology; Diabetes Mellitus, Type 2 / genetics; Diabetic Neuropathies / genetics; Female; Gene Frequency; Genetic Loci; Genetic Predisposition to Disease; Genome-Wide Association Study; Humans; Incidence; Male; Middle Aged; Polymorphism, Single Nucleotide; Prevalence
TL;DR:
A previously unknown locus with a powerful protective effect on the development of DPN in T2D is identified and successfully validated and may provide novel insights into DPN pathogenesis and point to a potential target for novel interventions.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Web Of Science
Added: August 12, 2019
2019 journal article
A Feed Forward Neural Network Based on Model Output Statistics for Short-Term Hurricane Intensity Prediction
WEATHER AND FORECASTING, 34(4), 985–997.
author keywords: Neural networks; Regression analysis; Forecasting techniques; Operational forecasting; Short-range prediction
TL;DR:
The 2017 data indicate significant potential for the FFNN in the prediction of rapid intensification (RI), with RI defined here as an intensification of at least 30 kt in a 24-h period.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 12, 2019
2019 journal article
Modeling Zika Virus Transmission Dynamics: Parameter Estimates, Disease Characteristics, and Prevention
SCIENTIFIC REPORTS, 9.
MeSH headings : Basic Reproduction Number / statistics & numerical data; Disease Outbreaks / statistics & numerical data; Humans; Islands / epidemiology; Models, Statistical; Polynesia / epidemiology; Prevalence; Time Factors; Zika Virus; Zika Virus Infection / blood; Zika Virus Infection / prevention & control; Zika Virus Infection / transmission
TL;DR:
A method that utilizes a mathematical model of ZIKV dynamics and the complex-step derivative approximation technique to identify parameters that can be estimated from the available data and found that peak prevalence can be reduced to nearly 10% by reducing mosquito-to-human contact or increasing mosquito death by at least a factor of three of the base case.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Web Of Science
Added: August 12, 2019
2019 article
VARIANCE COMPONENT TEST FOR CROSS-DISORDER PATHWAY ANALYSIS
EUROPEAN NEUROPSYCHOPHARMACOLOGY, Vol. 29, pp. 1204–1205.
Sources: Web Of Science, NC State University Libraries
Added: August 12, 2019
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