Statistics

College of Sciences

Works Published in 2020

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Displaying works 1 - 20 of 168 in total

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

2020 review

Statistical data integration in survey sampling: a review

[Review of ]. JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE, 3(2), 625–650.

By: S. Yang & J. Kim*

author keywords: Generalizability; Meta-analysis; Missing at random; Transportability
Source: Web Of Science
Added: October 18, 2021

2020 journal article

Water quality performance of a permeable pavement and stormwater harvesting treatment train stormwater control measure

BLUE-GREEN SYSTEMS, 2(1), 91–111.

By: R. Winston*, K. Arend*, J. Dorsey* & W. Hunt

author keywords: green infrastructure; pervious pavement; porous pavement; rainwater harvesting; series; WSUD
Source: Web Of Science
Added: July 12, 2021

2020 conference paper

A New Framework for Online Testing of Heterogeneous Treatment Effect

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 34(6), 10310–10317.

Event: Thirty-Fourth AAAI Conference on Artificial Intelligence at New York Hilton Midtown, New York, New York, USA on February 7-12, 2020

Sources: NC State University Libraries, ORCID
Added: April 18, 2021

2020 journal article

Differences in proteome response to cold acclimation in Zoysia japonica cultivars with different levels of freeze tolerance

CROP SCIENCE, 60(5), 2744–2756.

By: J. Brown, X. Yu, H. Holloway n, M. DaCosta*, R. Bernstein*, J. Lu*, T. Tuong, A. Patton* ...

Source: Web Of Science
Added: April 5, 2021

2020 journal article

Provable Convex Co-clustering of Tensors

Journal of Machine Learning Research, 21(214), 1–58. http://jmlr.org/papers/v21/18-155.html

By: E. Chi, B. Gaines, W. Sun, H. Zhou & J. Yang

Source: ORCID
Added: March 26, 2021

2020 journal article

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

JOURNAL OF CAUSAL INFERENCE, 8(1), 249–271.

By: N. Corder & S. Yang

author keywords: Missing Data; Fractional Imputation; Multiple Imputation
Source: Web Of Science
Added: March 8, 2021

2020 article

Novel Imaging Modalities Shedding Light on Plant Biology: Start Small and Grow Big

ANNUAL REVIEW OF PLANT BIOLOGY, VOL 71, 2020, Vol. 71, pp. 789–816.

author keywords: Forster resonance energy transfer; scanning fluorescent correlation spectroscopy; microfluid devices; light sheet microscopy; imaging of macroscopic traits; multiscale imaging techniques
Source: Web Of Science
Added: March 1, 2021

2020 journal article

INTEGRATIVE STATISTICAL METHODS FOR EXPOSURE MIXTURES AND HEALTH

ANNALS OF APPLIED STATISTICS, 14(4), 1945–1963.

By: B. Reich, Y. Guan, D. Fourches, J. Warren, S. Sarnat & H. Chang

author keywords: Cheminformatics; collinearity; factor analysis; principal components; stochastic search; variable selection
Sources: Web Of Science, ORCID
Added: March 1, 2021

2020 journal article

Uniform convergence of penalized splines

STAT, 9(1).

By: L. Xiao & Z. Nan*

author keywords: nonparametric regression; penalized splines; rate optimality; uniform convergence
Sources: Web Of Science, ORCID
Added: March 1, 2021

2020 journal article

Fast covariance estimation for multivariate sparse functional data

STAT, 9(1).

author keywords: bivariate smoothing; covariance function; functional principal component analysis; longitudinal data; multivariate functional data; prediction
Sources: Web Of Science, ORCID
Added: March 1, 2021

2020 journal article

Field Assessment of the Hydrologic Mitigation Performance of Three Aging Bioretention Cells

JOURNAL OF SUSTAINABLE WATER IN THE BUILT ENVIRONMENT, 6(4).

By: J. Johnson & W. Hunt

Source: Web Of Science
Added: March 1, 2021

2020 speech

Monte Carlo Methods in Practice

Ghosh, S. (2020, July). Presented at the Online Summer REU Program, University of North Carolina, Greensboro.

By: S. Ghosh

Event: Online Summer REU Program, University of North Carolina, Greensboro on July 17, 2020

Source: NC State University Libraries
Added: February 20, 2021

2020 speech

A Glimpse of Monte Carlo Methods

Ghosh, S. (2020, September). Presented at the NCSU Data Analytics Club. https://youtu.be/9Rvb3X3V8bc)

By: S. Ghosh

Event: NCSU Data Analytics Club on September 29, 2020

Source: NC State University Libraries
Added: February 20, 2021

2020 speech

A Gambler's Journey through Monte Carlo

Ghosh, S. (2020, November). Presented at the School of Mathematical and Statistical Sciences, University of Texas - Rio Grande Valley.

By: S. Ghosh

Event: School of Mathematical and Statistical Sciences, University of Texas - Rio Grande Valley on November 5, 2020

Source: NC State University Libraries
Added: February 20, 2021

2020 conference paper

On Empirical Estimation of Mode Based on Weakly Dependent Samples

Ghosh, S. (2020, December 18). Presented at the International Conference on Statistics for Twenty-First Century.

By: S. Ghosh

Event: International Conference on Statistics for Twenty-First Century on December 18, 2020

Source: NC State University Libraries
Added: February 20, 2021

2020 journal article

Rapid Hazard Characterization of Environmental Chemicals Using a Compendium of Human Cell Lines from Different Organs

ALTEX-ALTERNATIVES TO ANIMAL EXPERIMENTATION, 37(4), 623–638.

Source: Web Of Science
Added: February 15, 2021

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