Statistics
College of Sciences
Works Published in 2023
Displaying works 1 - 20 of 41 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2023 chapter
How AI can Help us Understand and Mitigate Error Propagation in Radiation Oncology
In Artificial Intelligence in Radiation Oncology (pp. 305–334).
Source: ORCID
Added: May 31, 2023
2023 journal article
Core-periphery structure in networks: A statistical exposition
Statistics Surveys, 17(none), 42–74.
author keywords: Networks; core-periphery structure; meso-scale features
projecteuclid.org (publisher PDF)
Sources: Web Of Science, ORCID, Crossref
Added: May 30, 2023
2023 journal article
A PRticle filter algorithm for nonparametric estimation of multivariate mixing distributions
STATISTICS AND COMPUTING, 33(4).
author keywords: Importance sampling; Marked point process; Mixture model; Monte Carlo; Predictive recursion
Source: Web Of Science
Added: May 30, 2023
2023 journal article
Simultaneous modeling of multivariate heterogeneous responses and heteroskedasticity via a two‐stage composite likelihood
Biometrical Journal.
Source: ORCID
Added: May 23, 2023
2023 article
A tiered testing strategy based on in vitro phenotypic and transcriptomic data for selecting representative petroleum UVCBs for toxicity evaluation in vivo
Tsai, H.-H. D., House, J. S., Wright, F. A., Chiu, W. A., & Rusyn, I. (2023, April 20). TOXICOLOGICAL SCIENCES.
author keywords: transcriptomic; petroleum; grouping; dose-response; HTTr; NAMs
Source: Web Of Science
Added: May 22, 2023
2023 article
Targeted optimal treatment regime learning using summary statistics
Chu, J., Lu, W., & Yang, S. (2023, March 15). BIOMETRIKA, Vol. 3.
author keywords: Covariate shift; Double robustness; Empirical likelihood; Entropy balancing; Multisource policy learning
Sources: Web Of Science, ORCID
Added: May 22, 2023
2023 journal article
Genetic Modifiers of Cystic Fibrosis Lung Disease Severity: Whole-Genome Analysis of 7,840 Patients
American Journal of Respiratory and Critical Care Medicine.
Source: ORCID
Added: May 16, 2023
2023 journal article
Deep spectral Q-learning with application to mobile health
STAT, 12(1).
author keywords: dynamic treatment regimes; mixed frequency data; principal component analysis; reinforcement learning
Sources: Web Of Science, ORCID
Added: May 15, 2023
2023 journal article
Posterior contraction and testing for multivariate isotonic regression
ELECTRONIC JOURNAL OF STATISTICS, 17(1), 798–822.
author keywords: Multivariate isotonic regression; contraction rate; Bayesian tests for multivariate monotonicity
Source: Web Of Science
Added: May 15, 2023
2023 journal article
Automated Error Labeling in Radiation Oncology via Statistical Natural Language Processing
DIAGNOSTICS, 13(7).
author keywords: patient safety; medical errors; neural networks; text classification; statistical modeling
Sources: Web Of Science, ORCID
Added: May 9, 2023
2023 article
Distributed Inference for Spatial Extremes Modeling in High Dimensions
Hector, E. C., & Reich, B. J. (2023, April 12). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 4.
author keywords: Bias-variance tradeoff; Brown-Resnick process; Divide-and-conquer; Scalable computing
Sources: Web Of Science, ORCID
Added: May 9, 2023
2023 article
D- and A-Optimal Screening Designs
Stallrich, J., Allen-Moyer, K., & Jones, B. (2023, April 7). TECHNOMETRICS.
author keywords: Bayesian optimal design; Blocking; Coordinate exchange algorithm; Factorial experiments; Minimum aliasing
Source: Web Of Science
Added: May 9, 2023
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
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. (2023, March 1).
Source: ORCID
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: Web Of Science, ORCID
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
