曹振海 教授
研究室:理 A411
電話:03-8903520 傳真: 03-8900161
E-mail:chtsao@mail.ndhu.edu.tw
個人網頁:http://faculty.ndhu.edu.tw/~chtsao/
學歷:
美國康乃爾大學統計博士
經歷:
研究領域:
統計證據、穩健貝氏分析、統計機器學習
論文:
- Tsao, C.A. (2014). A Statistical Introduction to Ensemble Learning Methods. Journal of Chinese Statistical Association. 52(1): 115-132. (Econlit, CIS)
- Tsao, C.A. (2011). Take it to the limit: statistical paradoxes. Prasanta S. Bandyopadhyay and Malcolm Forster (eds.), Philosophy of Statistics: Vol. 7 Handbook of the Philosophy of Science. Elsevier. 737-748.
- Chen, W.D. and Tsao, C.A. (2010). Consistent of boosting under normal assumption. Taiwanese Journal of Mathematics 14:6, 2125-2136. (SCI).
- Tsao, C.A. and Tseng, Y.-L. (2010). Power estimation for testing normal means. Statistics. 44:3, 247 - 259. (SCI)
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- Tsai, C.C. and Tsao, C.A. (2009). Post-data Estimation of Binomial Testing Power. Taiwanese Journal of Mathematics. 13:6(B), 1867-1883. (SCI)
- Tsao, C.A. and Chang, Y.-C.I. (2007). A stochastic approximation view of boosting. Computational Statistics and Data Analysis 52, 325-334.(SCI)
- Tsao, C.A. and Tseng, Y.-L. (2006). Confidence estimation for tolerance intervals. Annals of the Institute of Statistical Mathematics 58, 441--456. (SCI).
- Tsao, C.A. (2006). Assessing post-data weight of evidence. Journal of Statistical Planning and Inference 136, 4012-4025. (SCI)
- Tsao, C.A. (2006). A note on Lindley’s paradox. Test 15, 125--139. (SCI)
- Wu, S.-S. and Tsao, C.A. (2004). Boosting under bivariate normality. Journal of the Chinese Statistical Society. 42, 259—275. (Econlit, CIS=Current Index to Statistics)
- Tsao, C.A. and Tseng, Y.-L. (2004). A statistical treatment of the problem of division. Metrika. 59, 289-303. (SCI)
- Tsay, J.J. and Tsao, C.A. (2003). Statistical gambler’s ruin problem. Communication in Statistics: Theory and Methods. 32, 1337--1359. (SCI)
- Tsao, C.A. (2001). Combining p-values: A single experiment evaluation. Calcutta Statistical Association Bulletin. 51, 61--71. (CIS)
- Tsao, C.A. and Hwang, J.T. (1999). Generalized Bayes confidence estimators for Fieller’s confidence sets. Statistics Sinica 9, 795--810. (SCI)
- Tsao, C.A. and Hwang, J.T.G. (1998). Improved confidence estimators for Fieller’s confidence sets. Canadian Journal of Statistics 26, 299--310. (SCI)
- Tsao, C.A. (1998). Conditional coverage probability of confidence intervals of errors-in-variables and related models. Statistics and Probability Letters 40, 165--170. (SCI)
- Tsao, C.A. (1994). Confidence Estimation and Conditional Inference for Fieller's Sets. Ph.D. Thesis, Statistics Center, Cornell University, Ithaca, N.Y. USA.
研討會論文:
- Chang, H.-W. and Tsao, C.A. (2014). Meter classification of Midi audio. The 23rd Southern Taiwan Statistical Conference. June 27-28, Hualien.
- Hsu, R.-H. and Tsao, C.A. (2014). Finding keys for midi sources. The 23rd Southern Taiwan Statistical Conference. June 27-28, Hualien.
- Hung, B.-Z. and Tsao, C.A. (2013). A comparison of random average regression methods. The 22nd Southern Taiwan Statistical Conference. June 28-29, Kaohsiung.
- Cheng, C.-J. and Tsao, C.A. (2013). Midi Query-by-Humming: a Jigsaw matching approach. The 22nd Southern Taiwan Statistical Conference. June 28-29, Kaohsiung.
- Tsao, C.A. (2012). Naivity can be good: a theoretical study of naïve regression. The 8th Cross-Strait Conference on Probability and Statistics. August 14-16. Harbin, China.
- Tsao, C.A. (2012). Naivity can be good: a theoretical study of naïve regression. The 8th world Congress in Probability and Statistic. July 9--14. Istanbul, Turkey.
- Chen, L.-Y. and Tsao, C.A. (2012). Artificial prediction markets for classification. The 21st Southern Taiwan Statistical Conference. June 29-30, New Taipei City.
- Peng, Y.-K. and Tsao, C.A. (2012). Matching numbers from touch tone WAV sources. The 21st Southern Taiwan Statistical Conference. June 29-30, New Taipei City.
- Li, Y. and Tsao, C.A. (2011). Matching chords for Midi songs. The 20th Southern Taiwan Statistical Conference. June 24-25, Chiayi.
- Liu, F.-Y. and Tsao, C.A. (2011). Interpreting prediction market under a survey framework. The 20th Southern Taiwan Statistical Conference. June 24-25, National Chung-Cheng University, Chiayi.
- Kuo, J.L. and Tsao, C.A. (2010). Beauty as averageness? An FDA approach to multi-prototype classification. The 19th Southern Taiwan Statistical Conference and the 7th Cross-Strait Conference on Probability and Statistics. July 6-7, Tainan.
- Shih, W.T. and Tsao, C.A. (2010). Random base learner for boosting. The 19th Southern Taiwan Statistical Conference and the 7th Cross-Strait Conference on Probability and Statistics. July 6-7, Tainan.
- Tseng, Y.-L. and Tsao, C.A. (2009). ROC for testing composite hypotheses. IMS-APRM (IMS Asia Pacific Rim Meetings) June 28 - July 1, 2009, Seoul, Korea.
- Lin, J.P. and Tsao, C.A. (2009). A note on false discovery rate. The 18th Southern Taiwan Statistical Conference. June 26-27, Kaohsiung.
- Wang, T. and Tsao, C.A. (2009). A LDA variant for unsupervised learning. The 18th Southern Taiwan Statistical Conference. June 26-27, Kaohsiung.
- Chen, W.D. and Tsao, C.A. (2009). AHCBoost: Boosting for multi-class classification. The 6th Cross-Strait Conference on Probability and Statistics. Jan 10-12, Nanjing, China.
- Chen, W.D. and Tsao, C.A. (2008). AHCBoost: Boosting for multi-class classification. Joint Meeting of 4th World Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on computational statistics and data analysis. 5 - 8 December, Yokohama, Japan.
- Chen, W.D. and Tsao, C.A. (2007). Consistent of boosting under normal assumption. 56th Session of the ISI, 22 - 29 Aug, Lisboa, Portugal.
- Chen, W.D. and Tsao, C.A. (2007). A Sample perspective of Boosting convergence. 2007 Taipei International Statistical Symposium and ICSA International Conference.
- Chen, W.D. and Tsao, C.A. (2006). A Bayesian estimation view of boosting. Compstat 2006, 17th Conference of IASC-ERS. Aug. 28 – Sep 1 2006, Rome, Italy.
- Lin, M.Y. and Tsao, C.A. (2006). Parameters Tuning in Heuristics for Classification. Southern Taiwan Statistical Conference. Chiayi.
- Chen, Y.T. and Tsao, C.A. (2006). Google Page Ranks with partial incidence matrices. Southern Taiwan Statistical Conference. Chiayi.
- Tsao,C.A.and Chang,Y.-C.I. (2005). A stochastic approximation view of boosting.3rd IASC world conference on Computational Statistics and Data Analysis,Cyprus.
- Tsao,C.A.and Chang,Y.-C.I. (2005). A stochastic approximation view of boosting. Southern Taiwan Statistical Conference.Tainan.
- Wu, S.-S. and Tsao, C.A. (2003). Boosting under bivariate normality. 2003 Southern Taiwan Statistical Conference. Kaohsiung.
- Tsao, C.A. (2003). A note on Lindley’s paradox. Recent Advancement in Statistics Workshop. Tamkang University, Taipei.
- Tsao, C.A. (2002). Assessing post-data weight of evidence. The 2002 Taipei International Statistical Symposium and Bernoulli Society EAPR Conference.
- Tsao, C.A. and Tseng, Y.-L. (2001). Predicting the correct prediction. International Chinese Statistical Society Conference. Academia Sinica, Taipei.
- Tsao, C.A. and Tseng, Y.-L. (1999). A statistical approach to the problem of division. The 52nd ISI conference. Helsinki, Finland.
- Tsao, C.A. (1998). Combining p-values: A single experiment approach. 3rd conference on Statistical Computing of the Asian Regional Section. Manila, Philippines.