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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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2003-present
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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,
to appear.
21.
Chen,
Y.-H.
(2009). Weighted Breslow-type estimator and
maximum likelihood estimation in semiparametric
transformation models, Biometrika, to appear.
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, accepted.
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,
accepted.
24.
Chen,
Y.-H. and Zucker, M. D. (2008).
Case-cohort analysis with semiparametric
transformation models, Journal of
Statistical Planning and Inference, accepted.
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Software Download
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