Statistics
College of Sciences
Works Published in 2023
Displaying works 41 - 60 of 69 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2023 article
On Learning and Testing of Counterfactual Fairness through Data Preprocessing
Chen, H., Lu, W., Song, R., & Ghosh, P. (2023, April 12). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 4.
author keywords: Causal inference; Conditional independence test; Fairness learning; Machine learning ethics; Structural causal model
arxiv.org (repository)
Sources: Web Of Science, ORCID
Added: May 1, 2023
2023 journal article
Second-Generation Functional Data
ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, 10, 547–572.
author keywords: functional principal component analysis; spatial functional data; longitudinal functional data; functional time series; multivariate functional data
Sources: Web Of Science, ORCID
Added: April 24, 2023
2023 article
Soft calibration for selection bias problems under mixed-effects models
Gao, C., Yang, S., & Kim, J. K. (2023, March 2). BIOMETRIKA, Vol. 3.
author keywords: Inverse propensity score weighting; Latent ignorability; Penalized optimization; Restricted maximum likelihood estimation
Sources: ORCID, Web Of Science
Added: April 19, 2023
2023 article
Elastic integrative analysis of randomised trial and real-world data for treatment heterogeneity estimation
Yang, S., Gao, C., Zeng, D., & Wang, X. (2023, April 6). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, Vol. 4.
author keywords: counterfactual outcome; least favourable confidence interval; non-regularity; precision medicine; pre-test estimator; semiparametric efficiency
Sources: ORCID, Web Of Science
Added: April 19, 2023
2023 article
Statistical inference for streamed longitudinal data
Luo, L., Wang, J., & Hector, E. C. (2023, February 20). BIOMETRIKA.
author keywords: Generalized method of moments; Online learning; Quadratic inference function; Scalable computing; Serial dependence
Source: Web Of Science
Added: April 17, 2023
2023 journal article
Tuning parameter selection for penalized estimation via R2
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 183.
author keywords: Cross validation; Model; variable selection; Functional data; Relaxed lasso
Source: Web Of Science
Added: April 11, 2023
2023 journal article
Robust Low-rank Tensor Decomposition with the L2 Criterion
Technometrics.
Source: ORCID
Added: April 11, 2023
2023 journal article
Soft Functionally Gradient Materials and Structures – Natural and Manmade: A Review
Advanced Materials.
Source: ORCID
Added: April 9, 2023
2023 article
Interim monitoring of sequential multiple assignment randomized trials using partial information
Manschot, C., Laber, E., & Davidian, M. (2023, March 22). BIOMETRICS, Vol. 3.
author keywords: augmented inverse probability weighting; clinical trials; double robustness; dynamic treatment regimes; early stopping; group sequential analysis
Sources: Web Of Science, ORCID
Added: April 4, 2023
2023 journal article
Gibbs posterior concentration rates under sub-exponential type losses
BERNOULLI, 29(2), 1080–1108.
author keywords: Classification; generalized Bayes; high-dimensional problem; M-estimation; model misspecification
Source: Web Of Science
Added: April 4, 2023
2023 article
A nonparametric test of group distributional differences for hierarchically clustered functional data
Long, A. S., Reich, B. J., Staicu, A.-M., & Meitzen, J. (2023, March 13). BIOMETRICS, Vol. 3.
author keywords: bivariate functional data; functional data analysis; hierarchically clustered data; multivariate testing
Sources: Web Of Science, ORCID
Added: March 27, 2023
2023 article
Multivariate functional mixed model with MRI data: An application to Alzheimer's disease
Zou, H., Xiao, L., Zeng, D., & Luo, S. (2023, February 20). STATISTICS IN MEDICINE, Vol. 2.
author keywords: Alzheimer's disease; Bayesian method; dynamic prediction; functional regression; magnetic resonance imaging
MeSH headings : Humans; Alzheimer Disease; Magnetic Resonance Imaging; Neuroimaging; Brain / diagnostic imaging; Brain / pathology; Disease Progression; Cognitive Dysfunction / diagnostic imaging
Sources: Web Of Science, ORCID
Added: March 20, 2023
2023 journal article
Unintended environmental benefits of crop insurance: Nitrogen and phosphorus in water bodies
ECOLOGICAL ECONOMICS, 204.
author keywords: Crop insurance; Environmental externalities; Nitrogen pollution
Sources: Web Of Science, ORCID
Added: March 20, 2023
2023 journal article
GENERALIZED FIDUCIAL FACTOR: AN ALTERNATIVE TO THE BAYES FACTOR FOR FORENSIC IDENTIFICATION OF SOURCE PROBLEMS
ANNALS OF APPLIED STATISTICS, 17(1), 378–402.
author keywords: Bayes factor; generalized fiducial inference; likelihood ratio
Source: Web Of Science
Added: March 13, 2023
2023 journal article
Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 27(1), 421–432.
author keywords: Artificial synthetic imaging data; sleep classification; convolutional neural network; physiological signals; wearable
MeSH headings : Humans; Neural Networks, Computer; Algorithms; Machine Learning; Diagnostic Imaging; Random Forest
Sources: Web Of Science, ORCID
Added: March 13, 2023
2023 journal article
Campylobacter Colonization and Diversity in Young Turkeys in the Context of Gastrointestinal Distress and Antimicrobial Treatment
MICROORGANISMS, 11(2).
author keywords: turkeys; Campylobacter; antimicrobial resistance; multidrug resistance; irritable and crabby syndrome
Source: Web Of Science
Added: March 13, 2023
2023 article
Where does the risk lie? Systemic risk and tail risk networks in the Chinese financial market
Deng, Y., & Gao, C. (2023, February 9). PACIFIC ECONOMIC REVIEW, Vol. 2.
Sources: Web Of Science, ORCID
Added: March 6, 2023
2023 journal article
A Comparison of Learning Rate Selection Methods in Generalized Bayesian Inference
BAYESIAN ANALYSIS, 18(1), 105–132.
author keywords: coverage probability; generalized posterior calibration algorithm; model misspecification; SafeBayes algorithm
Source: Web Of Science
Added: February 27, 2023
2023 article
Variations in reproduction and age structure in the North American river otter in North Carolina, USA
Sanders, C. W., Stewart, D. L., Pacifici, K., Hess, G. R., Olfenbuttel, C., & DePerno, C. S. (2023, January 23). JOURNAL OF WILDLIFE MANAGEMENT.
author keywords: age structure; corpora lutea; fecundity; juvenile; Lontra canadensis; North Carolina; reproduction; river otter; trapping; variation; yearling
Source: Web Of Science
Added: February 20, 2023
2023 journal article
Duration of exposure to epidural anesthesia at delivery, DNA methylation in umbilical cord blood and their association with offspring asthma in Non-Hispanic Black women
ENVIRONMENTAL EPIGENETICS, 9(1).
author keywords: epidural anesthesia; labor analgesia; asthma; health disparities; DNA methylation; mediation analysis
Source: Web Of Science
Added: February 13, 2023
