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Research Interests
- Biostatistics, Incomplete Data, Genetic
Epidemiology, Survival Analysis
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Education
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1997
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PhD, National Taiwan University
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Professional Experience
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2009-present
2003-present
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Research Fellow, Institute of
Statistical Science,
Academia Sinica, Taipei, Taiwan
Associate Research Fellow, Institute
of Statistical Science, Academia Sinica, Taipei, Taiwan
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2000-2003
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Assistant Research Fellow, Institute
of Statistical Science, Academia Sinica, Taipei, Taiwan
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1999-2004
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Assistant Professor, Department of
Mathematics, National Taiwan Normal
University, Taipei, Taiwan
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2004-present
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Adjunct Associate Professor,
Department of Mathematics, National
Taiwan Normal
University, Taipei, Taiwan
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Publications
1.
Chen,
Y.-H.
(1994). Classes of life distribution and renewal counting process.
Journal of Applied Probability, 31, 1110-1115.
2.
Chen,
Y.-H.,
and Chen, H. (1999). Incomplete covariates data in generalized linear
models. Journal of Statistical Planning and Inference, 79, 247-258.
3.
Chen,
Y.-H.,
and Chen, H. (2000). A unified approach to regression analysis under double
sampling design. Journal of the Royal Statistical Society, Ser B,
62, 449-460.
4.
Chen,
Y.-H.
(2000). A robust imputation method for surrogate outcome data. Biometrika,
87, 711-716.
5.
Chen,
Y.-H.
(2002). Cox regression in cohort studies with validation sampling. Journal
of the Royal Statistical Society, Series B, 64, 51-62.
6.
Chen, Y.-H. and
Tsai, C.-C. P. (2002). A new method for estimation of the attenuation
relationship with variance components. Bulletin of the Seismological
Society of America,
92, 1984-1991.
7.
Chen, Y.-H. and Wang, M.
(2002). Sample size and optimal designs in stratified comparative trials to
establish the equivalence of treatment effects among two ethnic groups. Journal
of Biopharmaceutical Statistics, 12, 553-566.
8.
Chatterjee, N., Chen, Y.-H., and Breslow, N.
E. (2003). A pseudoscore estimator for regression problems with two-phase
sampling. Journal of the American Statistical Association, 98,
158-168.
9.
Chen, Y.-H.
(2004). New
approach to association testing in case-parent designs under informative
parental missingness. Genetic
Epidemiology, 27, 131-140.
10.
Chen, Y.-H.
(2006). Computationally efficient Monte Carlo EM algorithms for generalized
linear mixed models. Journal
of Statistical Computation and Simulation, 76, 817-828.
11.
Chen, Y.-H. and Lin, H.-W. (2006). Regression
analysis under two-stage sampling designs: A brief review and perspective. Journal of the Chinese Statistical
Association, 44, 79-90.
12. Wu,
J.-F., Chen, C.-H., Hsieh, R.-P., Shih, H.-H., Chen, Y.-H., Li,
C.-R., Chiang, C.-Y., Shau, W.-Y., Ni, Y.-H., Chen, H.-L., Hsu, H.-Y. and
Chang, M.-H. (2006). HLA typing associated with hepatitis B E antigen
seroconversion in children with chronic hepatitis B virus infection: a
long-term prospective sibling cohort study in Taiwan. Journal of Pediatrics, 148, 647-651.
13.
Tsai, C.-C. P., Chen, Y.-H. and
Liu, C.-H. (2006). The path effect in ground motion variability: an
application of the variance component technique. Bulletin of the
Seismological Society of America, 96, 1170-1176.
14.
Chen, Y.-H. and Kao, J.-T.
(2006). Multinomial
logistic regression approach to haplotype association analysis in
population-based case-control studies. BMC Genetics, 7:43.
15.
Chatterjee, N. and Chen, Y.-H. (2007). Maximum
likelihood inference on a mixed marginally and conditionally specified
regression model for genetic epidemiologic studies with two-phase sampling.
Journal of
the Royal Statistical Society, Ser B, 69, 123-142.
16. Chatterjee,
N. and Chen, Y.-H. (2007). A semiparametric pseudo-score method for
analysis of two-phase studies with continuous phase-I covariates. Lifetime Data Analysis, 13,
607-622.
17. Chen,
Y.-H., Chatterjee, N., and Carroll, R. J. (2008).
Retrospective analysis of haplotype-based case-control studies under a
flexible model for gene-environment association. Biostatistics, 9, 81-99.
18.
Chen, Y.-H. and Lin, H.-W. (2008). Simple
association analysis combining data from trios/sibships and unrelated
controls. Genetic Epidemiology,
32, 520-527.
19.
Chen,
Y.-H.,
Lin, H.-W, and Liu H. (2009). Two-stage analysis for gene-environment
interaction utilizing both case-only and family-based analysis. Genetic Epidemiology, 33, 95-104.
20.
Chen, Y.-H., Chatterjee, N.,
and Carroll, R. J. (2009). Shrinkage estimators for robust and efficient
inference in haplotype-based case-control studies. Journal of the
American Statistical Association, 104, 220–233.
21.
Chen,
Y.-H. (2009).
Weighted Breslow-type estimator and maximum likelihood estimation in
semiparametric transformation models, Biometrika,
96, 591-600.
22.
Chen,
Y.-H.,
Wu, Y.-C., and Wang, M. (2009). A Bayesian approach to evaluating regional treatment
effect in a multiregional trial. Journal of
Biopharmaceutical Statistics, 19, 900-915.
23.
Tung,
Y.-C., Chang, G.-M., and Chen, Y.-H. (2009). Associations of
physician volume and weekend admissions with ischemic stroke outcome in Taiwan: a
nationwide population-based study. Medical
Care, 47, 1018-1025.
24.
Chen,
Y.-H. and
Zucker, M. D. (2009). Case-cohort analysis with semiparametric
transformation models. Journal of
Statistical Planning and Inference, 139, 3706-3717.
25.
Chatterjee,
N., Chen, Y.-H., Luo, S., and Carroll, R. J. (2009). Analysis of
case-control association studies: SNPs, imputation and haplotypes. Statistical Science, 24, 489-502.
26.
Lin, H.-W. and Chen, Y.-H. (2010). Association
analysis under population stratification: a two-stage procedure utilizing
population- and family-based Analyses. Human
Heredity, 69,160-170.
27.
Chen, Y.-H. (2010).
Semiparametric marginal regression analysis for dependent competing risks
under an assumed copula. Journal of
the Royal Statistical Society, Ser B, 72, 235-251.
28. Wen,
C.-C. and Chen, Y.-H. (2010). Nonparametric maximum likelihood
analysis of clustered current status data with the gamma frailty Cox model.
Computational Statistics and Data
Analysis, accepted.
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Software Download
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