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.

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2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996 1995 1994 1993 1992 1991 1990 1989 1988 1987 1986 1985 1984 1983 1982 1981 1980 1979 1978 1977 1976 1975 1974 1973 1957 1950 No Year

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.

By: S. Majumder  n, Y. Guan *, B. Reich , S. O'Neill * & A. Rappold *

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.

By: K. Song, F. Wright & Y. Zhou 

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.

By: J. Stanley *, E. Chi  & G. Mishne *

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.

By: P. Gallins, E. Saghapour & Y. Zhou 

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