Chenyin Gao

Works (7)

Updated: April 8th, 2024 04:33

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
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)
UN Sustainable Development Goal Categories
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
UN Sustainable Development Goal Categories
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)
UN Sustainable Development Goal Categories
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 

UN Sustainable Development Goal Categories
1. No Poverty (Web of Science)
10. Reduced Inequalities (Web of Science)
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  n & S. Yang* 

author keywords: generalized additive models; hot deck imputation; non-response
UN Sustainable Development Goal Categories
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)
UN Sustainable Development Goal Categories
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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