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Research
and Professional Experience I
am interested in survival analysis, biased sampling, causal inference,
measurement error, and Smoothing. My work is inspired by and applied to biomedical
and epidemiological studies. Keywords:
Survival analysis, Causal inference, Measurement error, Longitudinal data
analysis, and Smoothing Publications: *
represents Yu-Jen Cheng as corresponding author † represents student author
under Yu-Jen Cheng's supervision 1.Yu-Jen Cheng∗, Yen-Chun Liu†, Chang-Yu Tsai, and Chiung-Yu Huang (2022, Accepted).
Semiparametric Estimation of the Transformation Model by Leveraging External Aggregate
Data in the Presence of Population Heterogeneity. Biometrics. DOI:
10.1111/biom.13778. 2. Chien-Tong Lin†, Yu-Jen Cheng* and
Ching-Kang Ing (2022, Accepted). Greedy variable selection for
high-dimensional Cox models. Statistica Sinica. doi:10.5705/ss.202021.0265 3. Yu-Jen Cheng*, Mei-Cheng Wang and Chang-Yu Tsai†. Estimations of the joint
distribution of failure time and failure type with dependent truncation. Biometrics, 428-438, 2019. 4. Hsiang Yu†, Yu-Jen Cheng*,
and Ching-Yun Wang. Methods for multivariate recurrent event data with
measurement error and informative censoring. Biometrics, 966-976, 2018. 5. Hsiang Yu†, Yu-Jen Cheng*,
and Ching-Yun Wang. Semiparametric regression estimation for recurrent event
data with errors in covariates under informative censoring. The International Journal of Biostatistics, vol. 12, issue 2, 18, 2016. 6. Yu-Jen
Cheng* and Mei-Cheng Wang. Causal estimation using the
semiparametric transformation models under prevalent sampling. Biometrics, 302-312,
2015. 7. Yu-Jen
Cheng* and Chiung-Yu Huang. Combined estimating equation approaches
for semiparametric transformation models with length-biased survival data. Biometrics,
608-618, 2014. 8. Yu-Jen Cheng* and Mei-Cheng Wang. Estimating propensity scores and causal survival functions using prevalent survival data. Biometrics, 707-716, 2012. 9. G. Nestadt*, C. Di,
J. F. Samuels, Yu-Jen Cheng, O. J. Bienvenu, I. M. Reti, P.
Costa, W. W. Eaton and K. Bandeen-Roche. Concordance between personality
disorder assessment methods. Psychological Medicine, 657-667, 2012. 10. Irving M. Reti*, Jerry Z. Xu, Jason Yanofski, Jodi McKibben, Magdalena Uhart, Yu-Jen Cheng, Peter Zandi, et al. Monoamine oxidase A regulates antisocial personality in whites with no history of physical abuse. Comprehensive Psychiatry, 52:188–194, 2011. 11. Veronica Rolim S Fernandes, Susan Cheng, Yu-Jen Cheng, Boaz Rosen, Sachin Agarwal, Robyn L McClelland, David A Bluemke, Joao A C Lima*. Racial and ethnic differences in subclinical myocardial function: the Multi-Ethnic Study of Atherosclerosis. Heart, 97:405-410, 2011. 12. Yu-Jen Cheng* and Ciprian M. Crainiceanu. Cox models with smooth functional effect of covariates measured with errors. Journal of the American Statistical Association, 104, 1144-1154, 2009. 13. Andrea Carlson Gielen*, Lara B McKenzie, Eileen M McDonald, Wendy C Shields, Mei-Cheng Wang, Yu-Jen Cheng, Nancy L Weaver, Allen R Walker. Using a computer kiosk to promote child safety: results of a randomized, controlled trial in an urban pediatric emergency department. Pediatrics, 2007 Aug; 120 (2):330-9.
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