Chenyin Gao

Works (9)

Updated: January 21st, 2025 16:20

2024 article

Estimating spatially varying health effects of wildland fire smoke using mobile health data

Wu, L., Gao, C., Yang, S., Reich, B. J., & Rappold, A. G. (2024, July 16). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, Vol. 7.

By: L. Wu  n, C. Gao n , S. Yang n , B. Reich n  & A. Rappold*

author keywords: balancing criterion; causal inference; nonresponse instrument; treatment heterogeneity; Smoke Sense
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3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 8, 2024

2024 article

Real Effect or Bias? Good Practices for Evaluating the Robustness of Evidence From Comparative Observational Studies Through Quantitative Sensitivity Analysis for Unmeasured Confounding

Faries, D., Gao, C., Zhang, X., Hazlett, C., Stamey, J., Yang, S., … Dreyer, N. (2024, December 4). PHARMACEUTICAL STATISTICS, Vol. 12.

By: D. Faries *, C. Gao n , X. Zhang*, C. Hazlett *, J. Stamey *, S. Yang n , P. Ding *, M. Shan *, K. Sheffield *, N. Dreyer

author keywords: bias; causal inference; confounding; real-world evidence; sensitivity
Sources: Web Of Science, NC State University Libraries
Added: December 16, 2024

2024 article

Transporting survival of an HIV clinical trial to the external target populations

Lee, D., Gao, C., Ghosh, S., & Yang, S. (2024, March 24). JOURNAL OF BIOPHARMACEUTICAL STATISTICS, Vol. 3.

By: D. Lee n, C. Gao n , S. Ghosh n  & S. Yang n 

author keywords: Data integration; transportability; hazard regression; HIV trials
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3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: April 1, 2024

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 n , C. Gao n , D. Zeng * & X. Wang *

author keywords: counterfactual outcome; least favourable confidence interval; non-regularity; precision medicine; pre-test estimator; semiparametric efficiency
TL;DR: A test-based elastic integrative analysis of the randomised trial and real-world data to estimate treatment effect heterogeneity with a vector of known effect modifiers with a good finite-sample coverage property is proposed. (via Semantic Scholar)
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Sources: ORCID, Web Of Science, NC State University Libraries
Added: April 19, 2023

2023 journal article

Pretest estimation in combining probability and non-probability samples

ELECTRONIC JOURNAL OF STATISTICS, 17(1), 1492–1546.

By: C. Gao n  & S. Yang n 

author keywords: Data integration; dynamic borrowing; non-regularity; Pretest estimator
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Sources: Web Of Science, NC State University Libraries
Added: June 26, 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.

By: C. Gao n , S. Yang n  & J. Kim *

author keywords: Inverse propensity score weighting; Latent ignorability; Penalized optimization; Restricted maximum likelihood estimation
TL;DR: A soft calibration scheme, in which the outcome and the selection indicator follow mixed-effects models, which has an intrinsic connection with best linear unbiased prediction, which results in a more efficient estimation compared to hard calibration. (via Semantic Scholar)
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16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: April 19, 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.

By: Y. Deng * & C. Gao n 

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Sources: Web Of Science, NC State University Libraries
Added: March 6, 2023

2022 article

Nearest neighbour ratio imputation with incomplete multinomial outcome in survey sampling

Gao, C., Thompson, K. J., Kim, J. K., & Yang, S. (2022, May 10). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, Vol. 5.

By: C. Gao n , K. Thompson *, J. Kim* & S. Yang n 

author keywords: generalized additive models; hot deck imputation; non-response
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Sources: Web Of Science, NC State University Libraries, ORCID
Added: May 23, 2022

2021 journal article

Advanced trophectoderm quality increases the risk of a large for gestational age baby in single frozen-thawed blastocyst transfer cycles

HUMAN REPRODUCTION, 36(8), 2111–2120.

By: Q. Xie *, T. Du *, M. Zhao, C. Gao n , Q. Lyu *, L. Suo *, Y. Kuang *

author keywords: birth weight; large for gestational age; trophectoderm; expansion stage; inner cell mass
MeSH headings : Blastocyst; China; Embryo Transfer; Female; Gestational Age; Humans; Infant, Newborn; Pregnancy; Retrospective Studies
TL;DR: Transfer of single blastocyst with advanced TE quality was associated with higher birthweight and increased risk of a large for gestational age (LGA) baby, and the down-stream effect of TE quality on newborn birthweight was extended. (via Semantic Scholar)
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3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: January 3, 2022

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