Dr. Tsung-Shan Tsou 鄒 宗 山

Graduate Institute of Statistics
National Central University, Taiwan.

Office: M608
E-mail: tsou@mx.stat.ncu.edu.tw
Tel: (03) 4267220

  • 1983 B.S. Dept. Math., Natl, Taiwan Univ.

  • 1987 M.S Inst. Stat., Natl. Central Univ.

  • 1992 Ph.D Dept. Biostat., The Johns Hopkins Univ.

  • 1992- Assoc. Prof. Grad. Inst. of Stat., NCU.

  • 2005- Prof. Grad. Inst. of Stat., NCU.

  本人近年來致力於強韌統計推論方法的研究上。研 究之方向是探討如何對一些實作概似(working likelihood)函數做修正,而修正後的概似函數,不論資料真正的分配為何,在大樣本的情形下,皆為正確的概似函數。如,在廣義線性模型的架構之 下,針對迴歸係數的推論方面,提出了強韌迴歸(robust regression)方法。針對珈瑪(gamma)及常態(normal)迴歸模型分別提出了強韌珈瑪迴歸與強韌常態迴歸模型。而針對個數資料 (count data)也提出了強韌的迴歸模型。相關的研究還針對二個母體的變異數比較問題上,提出了較目前常用的統計方法,更為有效(efficient)的有母數 (parametric)強韌方法。

  1. Liang, K.Y. and Tsou, T.S. (1992) Empirical Bayes and Conditional Inference with Many Nuisance Parameters. Biometrika 79, pp 261-270.
  2. Hall, E.M., Johnson, J.V. and Tsou, T.S. (1993) Women, occupation, and Risk of Cardiovascular Morbidity and Mortality. Occupational Medicine 8, pp 709-719.
  3. Lo, S.K, Li, I.T., Tsou, T.S. and See L. (1995) Non-significant in Univariate but Significant in Multivariate Analysis: A Discussion with Examples. The Chang Gung Medical Journal 18, No. 2.
  4. Wang, H-Y., Lu, Y-C., Shiau, Y-Y. and Tsou, D. (1995) Vertical Distortion in Distal Extension Ridges and Palatal Area of Casts Made by Different Techniques. Jour. of Prosthetic Dentistry, 75, pp 302-308.
  5. Tsou, T.S and Royall, R.M. (1995) Robust Likelihoods. J. Amer. Stat. Ass. 90, pp 316-320.
  6. Tsou, T.S (1996) The Quantification of Information Contained in Margins in a 2 by 2 Table. J. Chinese Stat. Ass., 34, pp 347-355.
  7. Tsou, T-S (2000) Exchangeable cluster binary data correlation coefficient estimation with generalized estimating equations. Stat. & Prob. Letters, 50, pp 179-186.
  8. Tsou,T-S (2000) A brief discussion on differences among Bayesian analysis, Decision theory and Statistical inference. Formosan J. of Medicine 4, pp 446-450.
  9. See, Lai-Chu, Tsou, T.S and Lin, Lih-Hwa (2000) Program management and statistical comparison of two dependent proportions in multiple choice questions. Formosan J. of Medicine 4, pp 75-79.
  10. Sing Kai Lo & Tsou, T-S (2002). On the Use of General Linear Models in Medical Research. Changhua Jour. of Medicine, 7, 193-200.
  11. Chang, M-C, Chang, Y-C, Chiou, J-F, Tsou, T-S and Lin, C-C (2002) Overcoming Patient-related barriers to cancer pain management for home care patients. Cancer Nursing, 25, 470-476.
  12. Lin, C-C, Tasi, H-F, Chiou, J-F, Lai, Y-H, Kao, C-C and Tsou, T-S (2003) Changes in levels of hope after diagnostic disclosure among Taiwanese patients with cancer. Cancer Nursing, 26,155-160.
  13. Hsu, T-H, Lu, M-S, Tsou, T-S and Lin, C-C. (2003) The relationship of pain, uncertainly, and hope in Taiwanese lung cancer patients. J. Pain Symptom Manage, 26, 835-842.
  14. Royall, R.M. and Tsou, T-S (2003). Interpreting statistical evidence using imperfect models: Robust adjusted likelihood functions. JRSS-B, 65, 391-404.
  15. Tsou, T-S (2003). Comparing two population means and variances – a parametric robust way. Comm. Stat.- Theor, Meth,32, 10, 2013-2019.
  16. J.T. Horng, H.D. Huang, K.Y. Tseng, T-S. Tsou, and B.J. Liu.(2003). Mining Correlations of Tissue Gene Expression from Digital Expression Profiles of Human Tissues. Special Issue on Bioinformatics, Journal of Information Science and Engineering, Vol. 19, No. 6, 909-921.
  17. H.D. Huang, H.L. Chang, T-S. Tsou, B.J. Liu, and J.T. Horng. (2003). A Data Mining Method to Predict Transcriptional Regulatory Sites Based on Differentially Expressed Genes in Human Genome. Journal of Information Science and Engineering, Vol. 19, No. 6, 923-942.
  18. H.D. Huang, J.T. Horng, C. H. Chang, T-S. Tsou, J.Y. Hong and B.J. Liu. (2004) A computational approach to discover differential cooperation of regulatory sites in functionally related genes in Yeast genome. Journal of Information Science and Engineering, Vol. 20, No. 6, 1139-1157.
  19. Tsou, T-S and K-F Cheng (2004) Parametric robust regression analysis of contaminated data. Comm. Stat.- Theor, Meth,33, 1887-1898.
  20. Tsou, T-S (2004). Parametric robust inferences for regression parameters under generalized linear models. (Submitted)
  21. Tsou, T-S (2004). Robust inverse Gaussian models for regression parameters under generalized linear models. (Submitted)
  22. Tsou, T-S (2004). A parametric robust approach to the determination of sample size for testing regression coefficients in generalized linear models.
  23. Tsou, T-S (2005). Robust inferences for the correlation coefficient – a parametric robust way. Comm. Stat.- Theor, Meth,34, 147-162.
  24. Tsou, T-S and Chien, L-C (2005). Parametric robust tests for multiple regression parameters under generalized linear models ( Advances and Applications in Statistics, 5, 51-86)
  25. Tsou, T-S (2005). Inferences of variance functions- a parametric robust way. Journal of Applied Statistics, Vol. 32:785-796.
  26. Tsou, T-S (2005). Regression of correlated binary data on cluster-specific covariates-a parametric robust approach that automatically accommodates overdispersion and underdispersion. (Submitted)
  27. Tsou, T-S (2005). Likelihood ratio approximations with the profile likelihood function. (Submitted)
  28. Tsou, T-S (2005). Robust inferences for the coefficient of variation – a parametric approach. (Submitted)
  29. Tsou, T-S (2006) Robust Poisson regression. Journal of Statistical Planning and Inference, 136, 3173-3186.
  30. Tsou, T-S (2006). Parametric robust test for several variances with unknown underlying distributions. Metrika, 64, 333-349.
  31. Tsou, T-S (2007). A simple and exploratory way to determine the mean-variance relationship in generalized linear models. Statistics in Medicine 26, 1623-1631.
  32. S-H Maa, T-S Tsou, K-Y Wang, C-H Wang, H-C, Lin and Y-H Huang (2007). Initial Evidence of the Effect of Self-administered Acupressure on Bronchiectasis Patients. Journal of Clinical Nursing, 16, 794-804.
  33. Chien-Hung Chen and Tsou,T-S* (2007).Parametric robust inference about regression parameters for the correlation coefficient. Statistics 41, 1-9. *:corresponding author
  34. Chien, L-C and Tsou, T-S* (2007).Regression Diagnostic under Model Misspecification. Journal of Applied Statistics, 34, 563-575.
  35. Tsou, T-S* and Chen, C-H. (2008). Comparing means of several dependent populations of count-a parametric robust approach. Statistics in Medicine, 27, 2576-2585.
  36. Tsou, T-S* and Shen, C.W. (2008). Parametric robust inferences for correlated ordinal data. Statistics in Medicine, 27, 3550-3562. *:corresponding author
  37. Maa, S-H, Lee, H-L, Huang, Y-C, Wu, J-H, Tsou, T-S, MacDonald, K, Abraham, I. (2008). Incidence density and relative risk of nosocomial infections in Taiwan children’s hospital, 1999-2003. Infection Control and Hospital Epidemiology, 29(8), 767-770.
  38. Tsou, T-S (2008). A robust score test for testing several coefficients of variation with unknown underlying distributions. (To appear in Comm. Stat.- Theory and Methods)
  39. Tsou, T-S (2008). Robust likelihood inferences about regression parameters for general bivariate continuous data. (To appear in Metrika)

  1. 計畫編號:NSC-94-2118-M-008 –003 (94,8,1-95,7,31)
    計畫名稱: 有母數強韌迴歸分析 (1/2)

  2. 計畫編號:NSC-95-2118-M-008 –002 (95,8,1-96,7,31)
    計畫名稱: 有母數強韌迴歸分析 (2/2)
  3. 計畫編號:NSC-96-2628-M-008 –007-MY2 (96,8,1-97,7,31)
    計畫名稱: 縱貫性相關資料之有母數強韌迴歸
  4. 計畫編號:96CGH-NCU-A1 (96,8,1-97,7,31)
    計畫名稱: Genomic, proteomic and clinical studies in Systems Biology and Bioinformatics
  5. 計畫編號:NSC-95-2314-B-182 –032 (95,8,1-96,7,31)
    計畫名稱: 登階運動訓練對阻塞性睡眠呼吸中止症候群患者心肺耐力與睡眠狀況之成效(1/3)

  6. 計畫編號:NSC-96-2314-B-182 –032 (96,8,1-97,7,31)
    計畫名稱: 登階運動訓練對阻塞性睡眠呼吸中止症候群患者心肺耐力與睡眠狀況之成效(2/3)
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