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Hsin-Chou Yang

Institute of Statistical Science Academia Sinica
Taipei 11529, Taiwan, R.O.C.
Tel: 886-2-27835611 ext. 113
FAX : 886-2-27831523
E-mail: hsinchou@stat.sinica.edu.tw


 

Research Interests (PDF file)

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1.       Genetic/Genomic statistics - Identify disease susceptibility genes by using genetic marker data

2.    Ecological statistics - Study population abundance by using capture recapture data

Education

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1990 - 1994

B.S., Department of Statistics, National Cheng Kung University.

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1994 - 1996 

M.S., Graduate Institute of Statistics, National Cheng Kung University.

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1996 - 2002

Ph.D., Institute of Statistics, National Tsing Hua University.

Professional Experience 

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2002.10 - 2004.06

Institute of Biomedical Sciences, Academia Sinica (Postdoctoral Fellow of National Science Council) [In military service]

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2004.07 - 2006.06

Institute of Biomedical Sciences, Academia Sinica (Postdoctoral Fellow of Academia Sinica) [In military service]

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2006.07 - Present

Institute of Statistical Science, Academia Sinica (Assistant Research Fellow)

Publications

  - Journal Papers 

1.

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Huggins, R. M., Yang, H.-C., Chao, A. and Yip, P. S. F. (2003). Population size estimation using local sample coverage for open populations. Journal of Statistical Planning and Inference 113, 699-714. [SCI]

2.

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Yang, H.-C. and Huggins, R. M. (2003). The estimation of the size of an open population using local estimating equations. Statistica Sinica 13, 673-689. [SCI]

3.

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Yang, H.-C., Huggins, R. M. and Clark, A. (2003). Estimation of the size of an open population using local estimating equations II: A semi-parametric approach. Biometrics 59, 365-374. [SCI]

4.

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Lin, Y. M. J., Yang, H.-C., Lai, T. J., Fann, C. S. J. and Sun, H. S. (2003). Receptor mediated effect of serotonergic transmission in patients with bipolar affective disorder. Journal of Medical Genetics 40, 781-786. [SCI]

5.

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Lo, Y.-L., Yu, J.-C., Chen, S.-T., Yang, H.-C., Fann, C. S. J., Mau, Y.-C. and Shen, C.-Y. (2005). Breast cancer risk associated with genotypic polymorphism of the mitosis-regulating gene, Aurora-A/STK15/BTAK. International Journal of Cancer 115, 276-283. [SCI]

6.

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Yang, H.-C., Pan C.-C., Lu, R. C. Y. and Fann, C. S. J. (2005). New adjustment factors and sample size calculation in a DNA-pooling experiment with preferential amplification. Genetics 169, 399-410. [SCI]

7.

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Yang, H.-C., Chambers, L. and Huggins, R. M. (2005). A seasonal decomposition of the estimated size of a penguin population at Phillip Island, Australia. Australian Journal of Zoology 53, 111-115. [SCI]

8.

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Yang, H.-C. and Chao, A. (2005)CA. Modeling animals¡¦ behavioral response by Markov chain models for capture-recapture experiments. Biometrics 61, 1010-1017. [SCI]

9.

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Yang, H.-C., Chang, C.-C., Lin, C.-Y., Chen, C.-L., Lin, C.-Y. and Fann, C. S. J. (2005). A genome-wide scanning and fine mapping study of COGA data. BMC Genetics 6, S30. [SCI]

10.

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Yang, H.-C., Lin, C.-H., Hung, S.-I. and Fann, C. S. J. (2006). A comparison of individual genotyping and pooled DNA analysis for polymorphism validation prior to large-scale genetic studies. Annals of Human Genetics 70, 350-359. [SCI]

11.

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Yang, H.-C., Pan, C.-C., Lin, C.-Y. and Fann, C. S. J. (2006). PDA: Pooled DNA analyzer. BMC Bioinformatics 7, 233. [SCI]

12.

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Yang, H.-C., Lin, C.-H., Hsu, C.-L., Hung, S.-I., Wu, J.-Y., Pan, W.-H., Chen, Y.-T. and Fann, C. S. J. (2006). A comparison of major histocompatibility complex SNPs in Han Chinese residing in Taiwan and Caucasians. Journal of Biomedical Science 13, 489-498. [SCI]

13.

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Yang, H.-C., Lin, C.-Y. and Fann, C. S. J. (2006). A sliding-window weighted linkage disequilibrium test. Genetic Epidemiology 30, 531-545. [SCI]

14.

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Yang, H.-C., Liang, Y.-J., Huang, M.-C., Li, L.-H., Lin, C.-H., Wu, J.-Y., Chen, Y.-T. and Fann, C. S. J. (2006). A genome-wide study of preferential amplification/hybridization in microarray-based pooled DNA experiments. Nucleic Acids Research 34, e106. [SCI]

15.

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Yang, H.-C., Huang, M.-C., Li, L.-H., Lin, C.-H., Yu, L. T., Diccianni, M. B., Wu, J.-Y., Chen, Y.-T. and Fann, C. S. J. (2008)CA. MPDA: microarray-based pooled DNA analyzer. BMC Bioinformatics 9, 196. [SCI]

16.

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Yang, H.-C., Hsieh, H.-Y. and Fann, C. S. J. (2008)CA. KBAT: Kernel-based association test. Genetics 179, 1057-1068. [SCI]

17.

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Wang, R.-Y., Chung, C.-M., Fann, C.S.J., Yang, H.-C., Chen, J.-W., Jong, Y.-S., Jou, Y.-S., Lo, H.-M., Ho, F.-M., Kang, C.-S., Chen, C.-C., Chang, H.-C., Shyue, S.-K. and Pan, W.-H. (2008). Genome-wide scan for quantitative ACE activity in Taiwan young-onset hypertension study. Human Heredity 65, 85-90. [SCI]

18.

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Zhang, H., Yang, H.-C. and Yang Y. (2008). PoooL: An efficient algorithm for estimating haplotypes from large DNA pools. Bioinformatics 24, 1942-1948. [SCI]

19.

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Huggins, R., Li, L.-H., Lin, Y.-C., Yu, A.L.T. and Yang, H.-C. (2008)CA. Nonparametric estimation of LOH using Affymetrix SNP genotyping arrays for unpaired samples. Journal of Human Genetics 53, 983-990. [SCI]

- Book Chapters

1.

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Chao, A., Yang, H.-C. and Yip, P. S. F. (2003). The use of capture-recapture methodology in epidemiological surveillance. In Advanced Medical Statistics , published by The World Scientific Publishing Company, Singapore.

2.

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Yang, H.-C. and Fann, C. S. J. (2007). Association mapping using pooled DNA. In Linkage Disequilibrium and Association Mapping, published by The Humana Press Inc., USA.

  - Software and Database

1.

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CARE-2 (Capture-Recapture Part 2)   

Authors: Chao, A. and Yang, H.-C.

Website: http://chao.stat.nthu.edu.tw/softwareCE.html

2.

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CARE-4 (Capture-Recapture Part 4)   

Authors: Yang, H.-C. and Chao, A.

Website: http://chao.stat.nthu.edu.tw/softwareCE.html

3.

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Database of CPA (Coefficient of Preferential Amplification/Hybridization)   

Authors: Yang, H.-C., Liang, Y.-J., Huang, M.-C., Li, L.-H., Lin, C.-H., Wu, J.-Y., Chen, Y.-T. and Fann, C. S. J.

Website: http://www.ibms.sinica.edu.tw/~csjfann/first flow/database.htm

4.

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PDA (Pooled DNA Analyzer)   

Authors: Yang, H.-C., Pan, C.-C., Lin, C.-Y. and Fann, C. S. J.

Website: http://www.csjfann.ibms.sinica.edu.tw/EAG/Program/PDA/Pda.php

5.

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KBAT (Kernel-Based Association Test)

Authors: Yang, H.-C., Hsieh, H.-Y. and Fann, C. S. J.

6.

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MPDA (Microarray Pooled DNA Analyzer)

Authors: Yang, H.-C., Huang, M.-C., Li, L.-H., Lin, C.-H., Yu, A. L. T., Diccianni, M. B., Wu, J.-Y., Chen, Y.-T. and Fann, C. S. J.

Others

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