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統計方法相關著作 | 跨領域合作相關著作 | 書籍章節

統計方法相關著作:

  1. Lee, W.C.* and Hsiao, C.K. (1996) ‘Alternative Summary Indices for the Receiver Operating Characteristic (ROC) Curve,’ Epidemiology, 605-611.

  2. Hsiao, C.K.* (1997) ‘Approximate Bayes factors when a mode occurs on the boundary,’ Journal of the American Statistical Association, 656-663.

  3. Tzeng, J.Y., Hsiao, C.K.*, and Chen, C.J. (1998) ‘Spatial Model Selection Using Bayes Factor and Ratio of Variabilities for Asthma Mortality Data,’ Chinese Journal of Public Health, 17(2), 158-169.

  4. Juang, K.W., Lee, D.Y.*, Hsiao, C.K. (1998) ‘Kriging with Cumulative Distribution Function of Order Statistics for Delineation of Heavy-metal Contaminated Soils,’ Soil Science, 163, 797-804.

  5. Hsiao, C.K.*, Juang, K.W., and Lee, D.Y. (2000) ‘Estimating the Second-stage Sample Size and the Most Probable Number of Hot Spots from a First-stage Sample of Heavy-metal Contaminated Soil,’ Geoderma, 95, 73-88.

  6. Hsiao, C.K.*, Tzeng, J.Y., and Wang, C.H. (2000) ‘Comparing the Performance of Two Indices for Spatial Model Selection: Application to Two Mortality Data,’ Statistics in Medicine, 19, 1915-1930.

  7. Tai, J.J.* and Hsiao, C.K., (2001) ‘Effects of Implicit Parameters in Segregation Analysis,’ Human Heredity, 51, 192-198.

  8. Huang, S.Y.*, Hsiao, C.K., and Chang, C.W. (2003) ‘Optimal Volume-Corrected Laplace-Metropolis Method for Computing Marginal Probability,’ Annals of the Institute of Statistical Mathematics, 55(3), 655-670.

  9. Hsiao, C.K.*, Huang, S.Y., and Chang, C.W. (2004) ‘Bayesian Marginal Inference via Candidate’s Formula,’ Statistics and Computing, 14(1), 59-66.

  10. Wu, S.H., and Hsiao, C.K.* (2004) ‘Bayesian inference of genetic variance of QTL via variance component model,’ (in Chinese) Taiwan Journal of Public Health, 23(5), 355-364.

  11. Hsiao, C.K., Lee, M.H., and Kass, R.E.* (2005) ‘Bayesian tests of extra-binomial variability,’ Statistics in Medicine, 24, 49-64.

  12. Hsiao, C.K.*, Tsai, M.Y., and Chen, H.M. (2005) ‘Inference of nested variance components in a longitudinal myopia intervention trial,’ Statistics in Medicine, 24, 3251-3267.

  13. Tzeng, J.Y.*, Wang, C.H., Kao, J.T., and Hsiao, C.K. (2006) ‘Regression-based association analysis with clustered haplotypes through use of genotypes,’ American Journal of Human Genetics, 78, 231-242.

  14. Wen, S.H., Tzeng, J.Y., Kao, J.T., and Hsiao, C.K.* (2006) ‘A two-stage design for multiple testing in large-scale association studies,’ Journal of Human Genetics, 51, 523-532.

  15. Wang, C., Tsai, M.Y., Lee, M.H., Huang, S.Y., Kao, C.H., Ho, H.N., Hsiao, C.K.* (2007) ‘Maximum number of live births per donor in artificial insemination,’ Human Reproduction, 22(5), 1363-1372.

  16. Wen, S.H.* and Hsiao, C.K. (2007) ‘A grid-search algorithm for optimal allocation of sample size in two-stage association studies,’ Journal of Human Genetics, 52, 650-658.

  17. Tsai, M.Y., and Hsiao, C.K.* (2008) ‘Computation of reference Bayesian inference for variance components in longitudinal data,’ Computational Statistics, 23, 587-604.

  18. Tsai, M.Y., Hsiao, C.K., and Wen, S.H.* (2008) ‘A Bayesian spatial multimarker genetic random-effect model for fine-scale mapping,’ Annals of Human Genetics, 72, 658-669.

  19. Huang, S.Y.*, Lee, M.H., and Hsiao, C.K. (2009) ‘Nonlinear measures of association with kernel canonical correlation analysis and applications,’ Journal of Statistical Planning and Inference, 139, 2162-2174.

  20. Chen, P.C., Huang, S.Y., Chen, W.J., and Hsiao, C.K.* (2009) ‘A new regularized least squares support vector regression for gene selection,’ BMC Bioinformatics, 10:44.

  21. Wei, Y.C., Wen, S.H., Chen, P.C., Wang, C.H., and Hsiao, C.K.* (2010) ‘A simple Bayesian mixture model with a hybrid procedure for genome-wide association studies,’ European Journal of Human Genetics, 18, 942-947 (August 2010) DOI:10.1038/ejhg.2010.51

  22. Tsai, M.Y.*, Hsiao, C.K., and Chen, W.J. (2010) ‘Extended Bayesian model averaging for gene-gene and gene-environment interactions in GLMMs with a schizophrenia family study,’ Annals of Human Genetics, 75(1), 62-77. DOI: 10.1111/j.1469-1809.2010.00592.x

  23. Chan, T.C., King, C.C., Yen, M.Y., Chiang, P.H., Huang, C.S., and Hsiao, C.K.* (2010) ‘Probabilistic daily ILI syndromic surveillance with a spatio-temporal Bayesian hierarchical model,’ PLoS ONE, 5(7): e11626. DOI:10.1371/journal.pone.0011626

  24. Hsiao, C.K.*, Chen, P.C., and Kao, W.H. (2011) ‘Bayesian random effects for inter-rater and test-retest reliability with nested clinical observations,’ Journal of Clinical Epidemiology, 64(7), 808-814.

  25. Lee, M.H., Tzeng, J.Y., Huang, S.Y., and Hsiao, C.K.* (2011) ‘Combining an evolution-guided clustering algorithm and haplotype-based LRT in family association studies,’ BMC Genetics, 12:48. DOI:10.1186/1471-2156-12-48.

  26. Wang, S. H., Chen, W. J., Chuang, L. M., Hsiao, P. C., Liu, P. H. and Hsiao, C.K.* (2011)‘Inference of cross-level interaction between genes and contextual factors in a matched case-control metabolic syndrome study: a Bayesian approach,’ under revision.

  27. Huang, Y. H., Lee, M. H., Chen, W. J. and Hsiao, C.K.* (2011) ‘Using an uncertainty-coding matrix in Bayesian regressions models for haplotype-specific risk detection in family association studies,’ PLoS ONE., 6(7): e21890.

跨領域合作相關著作:

  1. Chen, W.J.*, Hsiao, C.K., and Lin, C.H. (1997) ‘Schizotypy in Community Samples: The Three-Factor Structure and Correlation with Sustained Attention,’ Journal of Abnormal Psychology, 106, 649-654.

  2. Lin, Y.L.*, Hsiao, C.K., Ma, H.M., Hsu, H.Y., Huang, G.T., and Wang, S.M. (1998) ‘The Impact of National Health Insurance on the Volume and Severity of Emergency Department Utilization,’ American Journal of Emergency Medicine, 92-93.

  3. Chen, W.J.*, Hsiao, C.K., Hsiao, L.L., and Hwu, H.G. (1998) ‘Performance of the Continuous Performance Test among Community Samples,’ Schizophrenia Bulletin, 24(1), 163-174.

  4. Lin, L.K., Shih, Y.F., Hsiao, C.K., Su, T.C., Chen, C.J., Hung, P.T.* (1998) ‘The cycloplegic Effects of Cyclopentolate and Tropicamide on Myopic Children,’ Journal of Ocular Pharmacology and Therapeutics, 14, 331-335.

  5. Lin, C.H., Hsiao, C.K., and Chen, W.J.* (1999) ‘Development of Sustained Attention Assessed Using the Continuous Performance Test among Children 6-15 Years of Age,’ Journal of Abnormal Child Psychology, 27, 403-412.

  6. Ko, M.C., Yen, L.L.*, Hsiao, C.K. (1999) ‘The relationship between Communication Channels and Health Behavior with Betel-nut Chewing as an example,’ (in Chinese) Chinese Journal of Public Health, 18(5), 349-362.

  7. Lin, C.H., Chen, W.J.*, Yang, H.J., Hsiao, C.K., Tien, A.Y. (2000) ‘Performance on the Wisconsin Card Sorting Test among Adolescents: Norms, Factorial Structure, and Relation to Schizotypy,’ Journal of Clinical and Experimental Neuropsychology, 22, 69-79.

  8. Shih, Y.F., Hsiao, C.K., Chen, C.J., Chang, C.W., Hung, P.T., and Lin, L.L.K.* (2001) ‘An Intervention Trial on Efficacy of Atropine and Multi-focal Glasses in Controlling Myopic Progression,’ Acta Ophthalmologica, 79, 233-236.

  9. Lin, L.L.K., Shih, Y.F., Hsiao, C.K., Chen, C.J., Lee, L.A., and Hung, P.T.* (2001) ‘Epidemiologic Study of the Prevalence and Severity of Myopia among Schoolchildren in Taiwan in 2000,’ J Formos Med Assoc, 100, 684-691.

  10. Yang, H-I, Lu, S.N., Liaw, Y.F., You, S.L., Sun, C.A., Wang, L.Y., Hsiao, C.K., Chen, P.J., Chen, D.S., Chen, C.J.*, (2002) ‘Hepatitis B e antigen and the risk of hepatocellular carcinoma,’ New England Journal of Medicine, 347, 168-174.

  11. Chen Y.F., Hung, P.T.*, Hsieh, J.W., Shein, J., and Hsiao, C.K. (2002) ‘The Efficacy of Brimonidine in Preventing Intraocular Pressure Elevation in the Provocative Test for Primary Angle-Closure Glaucoma,’ Journal of Ocular Pharmacology and Therapeutics, 18, 99-103.

  12. Chueh L.-H., Chen S.-C., Lee C.-M., Hsu Y.-Y., Pai S.-F., Kuo M.-L., Chen C.-S., Duh B.-R., Yang S.-F., Tung Y.-L. and Hsiao C. K.* (2003) ‘Current technical quality of root canal treatment in Taiwan,’ International Endodontic Journal, 36, 416-422.

  13. Shih, Y.F., Hsiao, C.K., Tung, Y.L., Kin, L.L.K., Chen, C.J., and Hung, P.T.* (2004) ‘The prevalence of astigmatism in Taiwan schoolchildren,’ Optometry and Vision Science, 81(2), 94-98.

  14. Lin, L.L.K., Shih, Y.F.*, Hsiao, C.K., and Chen, C.J. (2004) ‘Prevalence of myopia in Taiwanese schoolchildren: 1983 to 2000,’ Annals Academy of Medicine Singapore, 33(1), 27-33.

  15. Shih, Y.F.*, Hsiao, C.K., Wen, S.H., Lin, L.L.K., Chen, C.J., Hung, P.T. (2005) ‘Prevalence of anisometropia in Taiwanese schoolchildren,’ Journal of the Formosan Medical Association, 104, 6, 412-417.

  16. Wang, Y.C., Lee, C.M., Lew-Ting, C.Y., Hsiao, C.K., Chen, D.R., Chen, W.J.* (2005) ‘Survey of substance use among high school students in Taipei: Web-based questionnaire versus paper-and-pencil questionnaire,’ Journal of Adolescent Health, 37, 289–295.

  17. Shih, Y.F., Ho, T.C., Hsiao, C.K., and Lin, L.L.-K.* (2006) ‘Long-term visual prognosis of infant-onset high myopia,’ Eye, 20, 888-892.

  18. Shih, Y.F., Ho, T.C., Hsiao, C.K., and Lin, L.L.-K.* (2006) ‘Visual outcomes for high myopic patients with or without myopic maculopathy: a 10 year follow up,’ British Journal of Ophthalmology, 90, 546-550.

  19. Shih, W.L., Yu, M.W.*, Chen, P.J., Yeh, S.H., Lo, M.T., Chang, H.C., Liaw, Y.F., Lin, S.M., Liu, C.J., Lee, S.D., Lin, C.L., Hsiao, C.K., Yang, S.Y., and Chen, C.J. (2006) ‘Localization of a susceptibility locus for hepatocellular carcinoma to chromosome 4q in a hepatitis B hyperendemic area,’ Oncogene, 25, 3219-3224.

  20. Wang, I.J., Chiang, T.H., Shih, Y.F., Hsiao, C.K., Lu, S.C., Hou, Y.C., Lin, L.L.K.* (2006) ‘The association of single nucleotide polymorphisms in the 5’-regulatory region of the lumican gene with susceptibility to high myopia in Taiwan,’ Molecular Vision, 12, 852-857.

  21. Chen, M.J., Yang, W.S., Yang, J.H., Hsiao, C.K., Yang, Y.S., and Ho, H.N.* (2006) ‘Low Sex Hormone-binding globulin is associated with low high-density lipoprotein cholesterol and metabolic syndrome in women with PCOS,’ Human Reproduction, 21, 2266-2271.

  22. Chen, C.Y., Chen, W.C., Lew-Ting, C.Y., Lee, C.M., Yen, C.F., Chen, D.R., Hsiao, C.K., Lin, C.C.H., Yang, M.J., Lai, T.J., and Chen, W.J.* (2006) ‘Employment experience in relation to alcohol, tobacco, and betel nut use among youth in Taiwan,’ Drug and Alcohol Dependence, 84, 273-280.

  23. Lin, C.C.H., Su, C.H., Kuo, P.H., Hsiao, C.K., Soong, W.T., and Chen, W.J.* (2007) ‘Genetic and Environmental Influences on Schizotypy among Adolescents in Taiwan: A Multivariate Twin/Sibling Analysis,’ Behavior Genetics, 37, 334-344.

  24. Chen, S.C., Chueh, L.H., Hsiao, C.K., Tsai, M.Y., Ho, C.P., Chiang, C.P.* (2007) ‘An epidemiological study of tooth retention after nonsurgical endodontic treatment in a large population in Taiwan,’ Journal of Endodontics, 33, 226-229.

  25. Wang, C.H., Hsiao, C.K., Chen., C.L., Hsu, L.I., Chiou, H.Y., Chen, S.Y., Hsueh, Y.M., Wu, M.M., and Chen, C.J.* (2007) ‘A review of the epidemiologic literature on the role of environmental arsenic exposure and cardiovascular diseases,’ Toxicology and Applied Pharmacology, 222, 315-326.

  26. Chen, S.C., Chueh, L.H., Hsiao, C.K., Wu, H.P. and Chiang, C.P.* (2008) ‘First untoward events and reasons for tooth extraction after nonsurgical endodontic treatment in Taiwan,’ Journal of Endodontics, 34, 671-674.

  27. Chen, S.C., Chueh, L.H., Hsiao, C.K.* (2008) ‘Five-year follow-up study of tooth extraction after nonsurgical endodontic treatment in a large population in Taiwan,’ Journal of the Formosan Medical Association, 107, 9, 686-692.

  28. Chen, C.Y., Tang, G.M., Huang, S.L., Lee, C.M., Lew-Ting, C.Y., Hsiao, C.K., Chen, D.R., Chen, W.J.* (2008) ‘Transition from alcohol to other drugs among adolescents in Taiwan: the first drinking context matters,’ Journal of Studies on Alcohol and Drugs. 69, 378-387.

  29. Chen, C.Y., Storr, C.L., Tang, G.M., Huang, S.L., Hsiao, C.K., Chen, W.J.* (2008) ‘Early alcohol experiences and adolescent mental health: a population-based study in Taiwan,’ Drug and Alcohol Dependence, 95, 209-218.

  30. Chen, W.J.*, Fu, T.C., Ting, T.T., Huang, W. L., Tang, G. M., Hsiao, C.K., Chen, C.Y. (2009) ‘Use of ecstasy and other psychoactive substances among school-attending adolescents in Taiwan: national surveys 2004–2006,’ BMC Public Health, 9:27.

  31. Yu, C.H., Chen, H.M., Chang, C.C., Hung, H.Y., Hsiao, C.K., Chiang, C.P.* (2009) ‘Cotton-swab cryotherapy for oral leukoplakia,’ Head and Neck, 31, 983-988.

  32. Wang, C.H., Chen, C.L., Hsiao, C.K., Chiang, F.T., Hsu, L.I., Chiou, H.Y., Hsueh, Y.M., Wu, M.M., Chen, C.J.* (2009) ‘Increased risk of QT prolongation associated with atherosclerotic diseases in arseniasis-endemic area in southwestern coast Taiwan,’ Toxicology and Applied Pharmacology, 239, 320-324.

  33. Wang, C.H.*, Chen, C.L., Hsiao, C.K., Chiang, F.T., Hsu, L.I., Chiou, H.Y., Hsueh, Y.M., Wu, M.M., Chen, C.J. (2010) ‘Arsenic-Induced QT dispersion is associated with atherosclerotic diseases and predicts long-term cardiovascular mortality in subjects with previous exposure to arsenic: A 17-year follow-up study,’ Cardiovascular Toxicology, 10, 17-26.

  34. Wang, C. H.*, Chen, C. J., Lee, M.H., Yang, H.I., and Hsiao, C.K. (2010) ‘Chronic hepatitis B infection and risk of atherosclerosis-related mortality: A 17-year follow-up study based on 22,472 residents in Taiwan,’ Atherosclerosis, 211(2), 624-629.

  35. Chan, T.C., Hsiao, C.K., Lee, C.C., Chiang P.H., Kao, C.L., Liu, C.M., and King, C.C.* (2010) ‘The impact of post-SARS public health efforts and matching vaccine strains on reducing influenza-associated mortality among the elderly,’ PLoS ONE, 5(6), e11317. DOI:10.1371/journal.pone.0011317

  36. Lu, T.P., Tsai, M.H., Lee, J.M., Hsu, C.P., Chen. P.C., Lin, C.W., Shih, J.Y., Yang, P.C., Hsiao, C.K., Lai, L.C., and Chuang, E.Y.* (2010) ‘Identification of a novel biomarker SEMA5A for non-small cell lung carcinoma in non-smoking women,’ Cancer Epidemiology, Biomarker, and Prevention, 19 (10), 2590-2597.

  37. Wang, C.H., Chueh, L.H., Chen, S.C., Feng, Y.C., Hsiao, C.K., Chiang, C.P.* (2011) ‘Impact of Diabetes Mellitus, Hypertension and Coronary Artery Disease on the Tooth Extraction Following Nonsurgical Endodontic Treatment,’ Journal of Endodontics, 37(1), 1-5.

  38. Wang, S.H, Hsiao, P.C., Hsiao, C.K., Liu, P.H., Chien, K.L., Lin, S.R., Lee, W.C., Chen, W.J.* (2011) ‘Multilevel analysis of habitual physical activity and metabolic syndrome in northern Taiwan,’ Preventive Medicine, 53, 34-38.

  39. Chen, P.C., Chen, Y.C., Lai, L.C., Tsai, M.H., Chen, S.K., Yang, P.W., Lee, Y.C., Hsiao, C.K., Lee, J.M.*, Chuang E.Y.* (2011) ‘Use of germline polymorphisms in predicting concurrent chemoradiotherapy response in esophageal cancer,’ accepted by Journal of Radiation Oncology, Biology & Physics.

  40. Lai, C.Y., Yu, S.L., Hsieh, M.H., Chen, C.H., Chen, H.Y., Wen, C.C., Huang, Y.H., Hsiao, P.C., Hsiao, C.K., Liu, C.M., Yang, P.C., Hwu, H.G., Chen, W.J. * (2011) ‘MicroRNA expression aberration as potential peripheral blood biomarkers for schizophrenia,’ PLoS ONE, 6(6): e21635.

書籍章節

  1. Hsiao, C.K., Chen, C.J., Shih, Y.F., Lin, L.L., Hung, P.T., Yao, C.L., Su, T.C., Lin, T.C., Tzeng, J.Y. and Chen, Y. (1998) `Design and Statistical Analysis for the Myopia Intervention Trial in Taiwan,’ in Myopia Updates II, eds. L.L.K. Lin, Y.F. Shih, and P.T. Hung, Tokyo, Japan: Springer, pp. 161-164.

  2. Chen, C.J., Lin, L.K., Shih, Y.F., Hsiao, C.K., and Hung, P.T. (1998) `Epidemiological Studies on Multiple Risk Factors for Myopia in Taiwan: Gene-Environment Interaction,’ in Myopia Updates II, eds. L.L.K. Lin, Y.F. Shih, and P.T. Hung, Tokyo, Japan: Springer, pp. 17-20.

  3. Shih, Y.F., Ho, T.C., Hsiao, C.K., and Lin, L.L.K. (2008) ‘Risk factors involved in the development of myopic maculopathy,’ in Non-age Related Macular Degeneration, editor E. B. Mercier, New York: Nova Science Publishers, pp.155-166.

  4. Shih, Y.F., Hsiao, C.K., Lin, L.L.K., Chen, C.J., Chang, C.W., and Hung, P.T. (2009) ‘Design and implementation of a randomized myopia intervention trial testing the efficacy of atropine and multi-focal lenses,’ in Eye Infections, Blindness and Myopia, Eds. J. Higgins and D. Truax, New York: Nova Science Publishers, pp.19-30.

  5. Liu, J.P., Hung, Y.T., Hsiao, C.K., Chen, Y. (2010) Statistics and Life (in Chinese), National Taiwan University Press.

  6. Huang, H.H., Hsiao, C.K. and Huang, S.Y.* (2010) ‘Nonlinear regression analysis,’ in International Encyclopedia of Education, Eds. P Peterson, E. Baker, and B. McGaw, vol. 7, pp339-346. Oxford: Elsevier.