Statistics

College of Sciences

Works Published in 2020

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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.

By: L. Kodali, S. Sengupta, L. House & W. Woodall

Source: ORCID
Added: May 31, 2023

2020 journal article

Scalable estimation of epidemic thresholds via node sampling

ArXiv Preprint ArXiv:2007.14820.

By: A. Dasgupta & S. Sengupta

Source: ORCID
Added: May 31, 2023

2020 journal article

Online Social Deception and Its Countermeasures: A Survey

IEEE Access.

By: Z. Guo, J. Cho, R. Chen, S. Sengupta, M. Hong & T. Mitra

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.

By: T. Wagner*, G. Hansen*, E. Schliep*, B. Bethke*, A. Honsey*, P. Jacobson*, B. Kline*, S. White*

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
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).

By: E. Schliep*, S. Collins, S. Rojas-Salazar, N. Lottig & E. Stanley

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.

By: S. Yang n & 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 n

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 n, X. Yu n, H. Holloway n, M. DaCosta*, R. Bernstein*, J. Lu*, T. Tuong n, 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 n & S. Yang n

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.

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 n & 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).

By: C. Li n, L. Xiao n & S. Luo*

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 n & W. Hunt n

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