Statistics

College of Sciences

Works Published in 2023

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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).

By: E. Kline* & S. Sengupta

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
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.

By: B. Ting n, F. Wright n & Y. Zhou

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.

By: H. Tsai*, J. House*, F. Wright, W. Chiu* & I. Rusyn*

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.

By: J. Chu, W. Lu & S. Yang

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.

By: Y. Zhou, P. Gallins n, R. Pace*, H. Dang*, M. Aksit*, E. Blue*, K. Buckingham*, J. Collaco* ...

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.

By: K. Wang & S. Ghosal n

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.

By: E. Hector & B. Reich

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.

By: J. Stallrich, K. Allen-Moyer n & B. Jones*

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.

By: H. Chen n, W. Lu, R. Song & P. Ghosh*

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.

By: S. Koner* & A. Staicu

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).

By: C. Gao & S. Yang n

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.

By: S. Yang, C. Gao, D. Zeng* & X. Wang*

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.

By: L. Luo*, J. Wang* & E. Hector

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.

By: J. Holter & J. Stallrich

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