Statistics
College of Sciences
Works Published in 2020
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.
author keywords: Generalizability; Meta-analysis; Missing at random; Transportability
doi.org (publisher)
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.
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.
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
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.
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.
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).
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).
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.
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)
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.
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.
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.
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.
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.
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.
author keywords: Failure time data; interim analysis; longitudinal data; clinical trials; repeated significance tests; sequential methods
Source: Web Of Science
Added: January 25, 2021
