Statistics

College of Sciences

Works Published in 2020

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Displaying works 21 - 40 of 174 in total

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

2020 conference paper

A Non-Iterative Quantile Change Detection Method in Mixture Model with Heavy-Tailed Components

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. Presented at the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

By: Y. Li*, Q. Ma n & S. Ghosh

Event: KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

author keywords: mixture model; heavy-tailed distribution; Cauchy distribution; stock data
Sources: Crossref, ORCID
Added: February 6, 2021

2020 article

Joint modeling of longitudinal continuous, longitudinal ordinal, and time-to-event outcomes

LIFETIME DATA ANALYSIS.

By: K. Alam*, A. Maity, S. Sinha*, D. Rizopoulos* & A. Sattar*

author keywords: Joint models; Association parameters; Frailty model; Linear mixed model; Proportional odds model
Source: ORCID
Added: February 2, 2021

2020 article

Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.

By: Y. Zhang*, B. Naughton n, H. Bondell* & B. Reich

author keywords: Beta-prime distribution; Coefficient of determination; Global-local shrinkage; High-dimensional regression
Source: ORCID
Added: January 29, 2021

2020 review

Independent increments in group sequential tests: a review

[Review of ]. SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS, 44(2), 223–264.

By: K. Kim & A. Tsiatis

author keywords: Failure time data; interim analysis; longitudinal data; clinical trials; repeated significance tests; sequential methods
Source: Web Of Science
Added: January 25, 2021

2020 article

Parameter Estimation for Multi-state Coherent Series and Parallel Systems with Positively Quadrant Dependent Models

SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY.

By: L. Kulkarni*, S. Sabnis* & S. Ghosh

author keywords: Multi-state series system; Generalized method of moments; Maximum likelihood estimation; Positively quadrant dependent; Farlie-Gumbel-Morgenstern distribution
Source: ORCID
Added: January 25, 2021

2020 article

Statistical Downscaling with Spatial Misalignment: Application to Wildland Fire PM2.5 Concentration Forecasting

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS.

author keywords: Image registration; Public health; Smoothing; Warping
Source: ORCID
Added: January 21, 2021

2020 journal article

BAM1/2 receptor kinase signaling drives CLE peptide-mediated formative cell divisions in Arabidopsis roots

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 117(51), 32750–32756.

By: A. Crook*, A. Willoughby*, O. Hazak*, S. Okuda*, K. VanDerMolen*, C. Soyars*, P. Cattaneo*, N. Clark ...

author keywords: Arabidopsis; receptor kinase; cell cycle; SHORT-ROOT; CLE peptide
Source: Web Of Science
Added: January 19, 2021

2020 journal article

Systematic Comparisons for Composition Profiles, Taxonomic Levels, and Machine Learning Methods for Microbiome-Based Disease Prediction

FRONTIERS IN MOLECULAR BIOSCIENCES, 7.

author keywords: phenotype prediction; machine learning method; k-mers; operational taxonomic unit (OTU); amplicon sequence variant (ASV); phylogenetic analysis
Sources: Web Of Science, ORCID
Added: January 19, 2021

2020 article

Joint integrative analysis of multiple data sources with correlated vector outcomes

Hector E, S. P. (2020, November 30). ArXiv Preprint, Vol. 11, pp. 1–26.

By: S. Hector E

Source: ORCID
Added: January 12, 2021

2020 journal article

EMPIRICAL BAYES ORACLE UNCERTAINTY QUANTIFICATION FOR REGRESSION

ANNALS OF STATISTICS, 48(6), 3113–3137.

By: E. Belitser & S. Ghosal

author keywords: Credible ball; coverage; empirical Bayes; excessive bias restriction; oracle rate
Source: Web Of Science
Added: January 4, 2021

2020 journal article

Quantitative Trait Loci Associated with Gray Leaf Spot Resistance in St. Augustinegrass

PLANT DISEASE, 104(11), 2799–2806.

By: X. Yu, S. Mulkey*, M. Zuleta, C. Arellano, B. Ma* & S. Milla-Lewis

author keywords: gray leaf spot; Magnaporthe grisea; quantitative trait loci; St. Augustinegrass
Source: Web Of Science
Added: December 21, 2020

2020 journal article

Goodness-of-fit test for skew normality based on energy statistics

RANDOM OPERATORS AND STOCHASTIC EQUATIONS, 28(3), 227–236.

By: L. Opperman & W. Ning*

author keywords: Goodness-of-fit test; energy statistic; skew normal distribution; skew normality
Source: Web Of Science
Added: December 21, 2020

2020 personal communication

Questioning Existing Cancer Hazard Evaluation Standards in the Name of Statistics

Rusyn, I., Chiu, W. A., & Wright, F. A. (2020, October).

By: I. Rusyn*, W. Chiu* & F. Wright

Source: Web Of Science
Added: December 14, 2020

2020 journal article

Integrative Analysis of Gene-Specific DNA Methylation and Untargeted Metabolomics Data from the ELEMENT Cohort

Epigenetics Insights.

By: J. Goodrich*, E. Hector, L. Tang*, J. LaBarre*, D. Dolinoy, A. Mercado-Garcia*, A. Cantoral*, P. Song*, M. Téllez-Rojo*, K. Peterson*

author keywords: Metabolic programming; epigenetics; DNA methylation; IGF2; H19; HSD11B2; LINE-1; adolescence; biomarkers; adiposity; children's health
Source: ORCID
Added: December 11, 2020

2020 journal article

Multiway Graph Signal Processing on Tensors: Integrative Analysis of Irregular Geometries

IEEE SIGNAL PROCESSING MAGAZINE, 37(6), 160–173.

author keywords: Tensors; Signal processing; Two dimensional displays; Geometry; Discrete Fourier transforms; Graphical models; Laplace equations
Sources: Web Of Science, ORCID
Added: November 30, 2020

2020 journal article

High-Dimensional Precision Medicine From Patient-Derived Xenografts

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 116(535), 1140–1154.

By: N. Rashid*, D. Luckett*, J. Chen*, M. Lawson*, L. Wang n, Y. Zhang, E. Laber, Y. Liu* ...

author keywords: Biomarkers; Deep learning autoencoders; Machine learning; Outcome weighted learning; Precision medicine; Q-learning
Source: Web Of Science
Added: November 30, 2020

2020 journal article

Assembly of whole-chromosome pseudomolecules for polyploid plant genomes using outbred mapping populations

NATURE GENETICS, 52(11), 1256-+.

By: C. Zhou*, B. Olukolu, D. Gemenet*, S. Wu*, W. Gruneberg*, M. Cao*, Z. Fei*, Z. Zeng ...

Source: Web Of Science
Added: November 24, 2020

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