Dr. Tsung-Shan Tsou 鄒 宗 山

Professor
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.

  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 (2005). Robust inferences for the correlation coefficient – a parametric robust way. Comm. Stat.- Theor, Meth,34, 147-162.
  21. 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)
  22. Tsou, T-S (2006) Robust Poisson regression. Journal of Statistical Planning and Inference, 136, 3173-3186.
  23. S-H Maa, T-S Tsou , K-Y Wang, C-H Wang, H-C, Lin and Y-H Huang (2005). Initial Evidence of the Effect of Self-administered Acupressure on Bronchiectasis Patients. (Journal of Clinical Nursing, in press)
  24. Tsou, T-S (2005). Inferences of variance functions- a parametric robust way. Journal of Applied Statistics, Vol. 32:785-796.
  25. Tsou, T-S (2006). Parametric robust test for several variances with unknown underlying distributions. Metrika, 64, 333-349.
  26. Chien, L-C and Tsou, T-S* (2006). Regression Diagnostic under Model Misspecification. (To appear, Journal of Applied Statistics)
  27. Chien-Hung Chen and Tsou, T-S*. (2006). Parametric robust inference about regression parameters for the correlation coefficient. (to appear, Statistics)
  28. Tsou, T-S (2006). A simple and exploratory way to determine the mean-variance relationship in generalized linear models. (Statistics in Medicine, in press)
  29. Tsou, T-S (2004). Parametric robust inferences for regression parameters under generalized linear models. (Submitted)
  30. Tsou, T-S (2004). Robust inverse Gaussian models for regression parameters under generalized linear models. (Submitted)
  31. Tsou, T-S (2004). A parametric robust approach to the determination of sample size for testing regression coefficients in generalized linear models.
  32. Tsou, T-S (2005). Regression of correlated binary data on cluster-specific covariates-a parametric robust approach that automatically accommodates overdispersion and underdispersion. (Submitted)
  33. Tsou, T-S (2005). Likelihood ratio approximations with the profile likelihood function. (Submitted)
  34. Tsou, T-S (2005). Robust inferences for the coefficient of variation – a parametric approach. (Submitted)
近 五年國 科會補助專題計畫
  1. 計畫編號:NSC-90-2118-M-008 –008 (90,8,1-91,7,31)
    計畫名稱: 群集資料迴歸診斷方法的研究 (1/2)
    參與工作:計畫主持人

  2. 計畫編號:NSC-90-2118-M-008 –004 (91,8,1-92,7,31)
    計畫名稱: 群集資料迴歸診斷方法的研究 (2/2)
    參與工作:計畫主持人

  3. 計畫編號:NSC-92-2118-M-008 –005 (92,8,1-93,7,31)
    計畫名稱: 有母數強韌迴歸分析 (1/2)
    參與工作:計畫主持人

  4. 計畫編號:NSC-93-2118-M-008 –003 (93,8,1-94,7,31)
    計畫名稱: 有母數強韌迴歸分析 (2/2)
    參與工作:計畫主持人

  5. 計畫編號:NSC-94-2118-M-008 –003 (94,8,1-95,7,31)
    計畫名稱: 有母數強韌變異數迴歸 (1/2)
    參與工作:計畫主持人
  6. 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)
    參與工作:共同主持人