Statistics
College of Sciences
Works Published in 2020
Displaying works 1 - 20 of 177 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2020 journal article
The value of summary statistics for anomaly detection in temporally evolving networks: A performance evaluation study
Applied Stochastic Models in Business and Industry, 36(6), 980–1013.
Source: ORCID
Added: May 31, 2023
2020 journal article
Scalable estimation of epidemic thresholds via node sampling
ArXiv Preprint ArXiv:2007.14820.
Source: ORCID
Added: May 31, 2023
2020 journal article
Online Social Deception and Its Countermeasures: A Survey
IEEE Access.
Source: ORCID
Added: May 31, 2023
2020 journal article
Improved understanding and prediction of freshwater fish communities through the use of joint species distribution models
Canadian Journal of Fisheries and Aquatic Sciences, 77(9), 1540–1551.
Sources: Crossref, ORCID
Added: October 18, 2022
2020 journal article
Ecological prediction at macroscales using big data: Does sampling design matter?
Ecological Applications, 30(6).
author keywords: data-intensive ecology; ecological context; extrapolation; interpolation; lakes; macroscale; monitoring; prediction; sampling; sampling design
MeSH headings : Ecosystem; Lakes
Sources: Crossref, ORCID
Added: October 18, 2022
2020 journal article
On the spatial and temporal shift in the archetypal seasonal temperature cycle as driven by annual and semi‐annual harmonics
Environmetrics, 32(6).
author keywords: dynamic system modeling; North American temperature cycle; predictive process; spatial synchrony; spatiotemporal statistics
arxiv.org (repository)
Sources: Crossref, ORCID
Added: October 18, 2022
2020 journal article
Data fusion model for speciated nitrogen to identify environmental drivers and improve estimation of nitrogen in lakes
The Annals of Applied Statistics, 14(4).
author keywords: Bayesian hierarchical model; detection limits; LAGOS; multivariate; Markov chain Monte Carlo
Sources: Crossref, ORCID
Added: October 15, 2022
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
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
MeSH headings : Biology; Plant Development; Plants
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
