TSUNG-CHI CHENG
Full-time
Name TSUNG-CHI CHENG
Email chengt@nccu.edu.tw
Office Tel No. 81132
Research Expertise Robust Regression Daignostics, Longitudinal Data analysis, Categorical Data Analysis
Teaching Field Statistics, Analysis of Variance and Experiment Design
Year Paper Title
2019 Health Status and Life Satisfaction among People with Disabilities: Evidence from Taiwan,, Disability and Health Journal, 12, 249-256. (SCI)
2019 Subordinates' competency : a potential trigger for workplace ostracism,, International Journal of Human Resource Management, (SSCI) (In press)
2018 Cheng, T.-C.* and Yang, S.-F. (2018) “Monitoring Profile Based on a Linear Regression Model with Correlated Errors,” Quality Technology & Quantitative Management, 15, 393-412. (SCI)
2015 Huang, K.-F. and Cheng, T.-C.*, Determinants of Firms' Patenting or Not Patenting Behaviors, Journal of Engineering and Technology Management, Vol.36, pp.52-77.(SSCI)
2014 Lin, C.-C.; Cheng, T.-C.*; Wang, S.-C., Measuring Subjective Well-being in Taiwan, Social Indicators Research, Vol.116, No.1, pp.17-45.(SSCI)
2014 Cheng, T.-C.*; Hsieh, P.-H.; Yang, S.-F., Process Control for the Vector Autoregressive Model, Quality and Reliability Engineering International, Vol.30, No.1, pp.57-81.(SCI)
2013 Bei, L.-T. and Cheng, T.-C.*, Brand power index—using principal component analysis, Applied Economics, 45, 2954-2960.
2013 Wen, W.-J. and Cheng, T.-C.*, Performing Arts Attendance in Taiwan: Who and How Often?, Journal of Cultural Economics, 37, 309-325. (SSCI)
2012 Yang, S.-F.*, Cheng, T.-C., Hung,Y.-C. and Cheng, S. W., A New Chart for Monitoring Service Process Mean, Quality and Reliability Engineering International, 28, 377-386.
2012 Cheng, T.-C.*, On simultaneously identifying outliers and heteroscedasticity without specific form, Computational Statistics and Data Analysis, 56, 2258-2272.
2011 Cheng, T.-C., Robust Diagnostics for Heteroscedastic Regression Model, Computational Statistics and Data Analysis, 55, 1845-1866. (SCI)
2011 Cheng, T.-C.* and Wen, W.-J., Determinants of Performing Arts Attendance in Taiwan: A Multivariate Probit Analysis, Applied Economics Letters, 18, 1437–1442. (SSCI)
2010 Cheng, T.-C.*, Discussion: The Forward Search: Theory and Data Analysis, Journal of the Korean Statistical Society, 39, 153-159. (SCIE)
2009 Tsaih, R.* and Cheng, T.-C., A Resistant Learning Procedure for Coping with Outliers, Annals of Mathematics and Artificial Intelligence, 57, 161-180. (SCI)
2008 Cheng, T.-C. and Biswas, A., Maximum Trimmed Likelihood Estimator for Multivariate Mixed Continuous and Categorical Data, Computational Statistics and Data Analysis, 52, 2042-2065.
2008 Chiu, C.-C., Su, K.-P., Cheng, T.-C., Liu, H.-C., Chang, C.-J., Dewey, M. E., Stewart, R., and Huang, S.-Y., The effects of omega-3 fatty acids monotherapy in Alzheimer's disease and mild cognitive impairment: A preliminary randomized double-blind placebo-controlled study, Progress in Neuro-Psychopharmacology & Biological Psychiatry, 32, 1538-1544. (SCI)
2006 Cheng, T.-C., Lai, H.-N. and Tsai, P.-F., On the Two-Stage Estimation of Fama-French Three Factor Models: Evidence from Taiwan, Chiao Da Management Review (交大管理學報), 26, 21-48. (TSSCI)
2005 Cheng, T.-C., Robust Regression Diagnostics With Data Transformations, Computational Statistics and Data Analysis, 49, 875-891. (SCI)
2005 Cheng, T.-C., Lai, H.-N. and Lu, C.-J., Industrial Effects and the CAPM: From the Views of Robustness and Longitudinal Data Analysis, Journal of Data Science, 3, 381-401.
2002 Cheng, T.-C. and Victoria-Feser, M.-P., High Breakdown Estimation of Multivariate Location and Scale With Missing Observations, British Journal of Mathematical and Statistical Psychology, 55, 317-335. (SSCI)
2000 Atkinson, A. C. and Cheng, T.-C., On Robust Linear Regression with Incomplete Data, Computational Statistics and Data Analysis, 33, 361-380. (SCI)
1999 Atkinson, A. C. and Cheng, T.-C., Computing Least Trimmed Squares Regression with the Forward Search, Statistics and Computing, 9, 251-263. (SCI)
Year Paper Title
2017 Robust diagnostics for the negative binomial regression model., 1st International Conference on Econometrics and Statistics, Hong Kong, , 2017-06-15-2017-06-17
2014 Bivariate Generalized Gamma Distributions of Kibble’s Type., The 3 rd Institute of Mathematical Statistics Asia Pacific Rim Meeting.
2012 Process control for the data with vector autoregressive model, The Second International Conference on the Interface between Statistics and Engineering, Tainan, Taiwan
2012 Cheng, T.-C., The minimum trimmed deviances estimator for the logistic regression model, The 5th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM 2012), Oviedo, Spain.
2011 Cheng, T.-C., Hsieh, P.-H., and Yang, S.-F., On the Hotelling  Control Chart for Vector Autoregressive Process, 2011 IEEE International Conference on Quality and Reliability, Bangkok, Thailand
2010 Monitoring Profile Based on a Linear Regression Model with Correlated Errors, Joint Statistical Meetings, Vancouver
2008 Cheng, T.-C., On Robust Estimation of the Heteroscedasticity Covariance Matrix, the Joint Statistical Meetings, Denver
2007 Cheng, T.-C. and Wen, W.-J., The Determinants of Willingness to Pay for Performing Arts Activity, Public Support for Arts and Culture and the Development of Cultural Economics
2007 Cheng, T.-C., Robust Diagnostics for Heteroscedastic Regression Model, 56th Session of the ISI, Lisboa
2006 Cheng, T.-C. and Biswas, Robust Diagnostics for Multivariate Mixed Continuous and Categorical Data, the Joint Statistical Meeting, Seattle
2006 鄭宗記、溫偉任、林芳如, 台灣製造業之中小企業市場占有率分析—分量迴歸之應用, 第一屆中國統計學年會, 天津財經大學
2005 Cheng, T.-C., Robust Diagnostics for the Logistic Regression Model With Missing Values, the 55th Session of the ISI, Sydney
2005 Cheng, T.-C., Lai, H.-N. and Tsai, P.-F., On the Two-Stage Estimation of Fama-French Three Factor Models: Evidence from Taiwan, 2005台灣財務金融學會年會暨學術論文研討會, 台南國立成功大學
2004 Cheng, T.-C., Robust Transformation for Linear Regression With Both Continuous and Binary Regressors, the Joint Statistical Meeting, Toronto
2003 Cheng, T.-C., Robust Diagnostics With Data Transformations, 53rd Session of the ISI, Berlin
2001 Cheng, T.-C. and Hwang, J.-H., Maximum Likelihood Estimation for Environmental Data with Detection Limits and Missing Values, 2001年中國統計學社學術研討會, 台北國立政治大學
2001 Cheng, T.-C. and Wen, Y.-W., Robust Regression With Both Continuous and Categorical Regressors in the Presence of Missing Values, the 53rd Session of the ISI, Seoul
2000 Cheng, T.-C. and Victoria-Feser, M.-P., High Breakdown Estimation of Multivariate Location and Scale With Missing Observations, 22nd Biennial Conference of the Society for Multivariate Analysis in the Behavioural Sciences, London
2000 Atkinson, A. C. and Cheng, T.-C., The Forward Search for the Minimum Covariance Determinant Estimator, 22nd Biennial Conference of the Society for Multivariate Analysis in the Behavioural Sciences, London
2000 Cheng, T.-C., Robustness, High Breakdown, Efficiency and Detection of Outliers: A Simulation Study of Linear Regression, 2000年中國統計學社學術研討會, 台南國立成功大學
Project Category Year Project Title Participator Job Title Period Unit
Other Projects 2020 2020.01 ~ 2021.12
MOST Projects 2019 具遺漏資料的邏輯斯迴歸模型主動式學習(MOST108-2-2118-M-004) 行政院科技部
Other Projects 2019 運用財稅資料精進工商普查作業效率之研究(108A10806) 行政院主計總處
MOST Projects 2018 含連續與順序變數且具遺漏資料的馬氏距離估計(MOST107-2-2118-M-004) 行政院科技部
MOST Projects 2017 邏輯司迴歸模型之穩健離群值檢定(MOST106-2118-M-004) 行政院科技部
MOST Projects 2016 ETC業務及服務區滿意度調查抽樣設計方法 交通部台灣區國道高速公路局
MOST Projects 2016 連續與類別資料的馬氏距離之穩健估計(MOST105-2118-M-004) 行政院科技部
MOST Projects 2015 具連續與類別變數之多變量資料的穩健診斷(MOST104-2118-M-004) 行政院科技部
MOST Projects 2014 具遺漏資料之同意度與信度分析(MOST103-2118-M-004) 行政院科技部
MOST Projects 2013 計數迴歸模型之穩健診斷(NSC102-2118-M-004-004) 行政院國家科學委員會
Other Projects 2013
Other Projects 2013 102年度計程收費方案第2次全國性民意調查 交通部臺灣區國道高速公路局
MOST Projects 2012 向量自我迴歸模型之過程管制(NSC101-2118-M-004-003) 行政院國家科學委員會
MOST Projects 2011 具相關誤差之線性迴歸模型的剖面曲線監測(NSC100-2118-M-004-003) 行政院國家科學委員會
MOST Projects 2010 2×2列連表之穩健診斷(NSC99-2118-M-004-002) 行政院國家科學委員會
MOST Projects 2009 經濟部「98年度國際經濟事務研究班」五項課程委外規劃(98-8008) 經濟部專業人員研究中心
MOST Projects 2009 異質變異數矩陣之穩健估計(NSC98-2118-M-004-006) 行政院國家科學委員會
Other Projects 2009 公務人員英語文能力指標現況調查研究案(98-8013) 台灣全球化教育推廣協會
Other Projects 2008 台灣心靈白皮書心靈健康大調查(97A97128) 財團法人靈鷲山佛教基金會
MOST Projects 2007 多序類相關與多列相關之最大削減概似估計(NSC96-2118-M-004-006) 行政院國家科學委員會
MOST Projects 2006 異質變異之穩健模型估計(NSC95-2118-M-004-005) 行政院國家科學委員會
MOST Projects 2006 國立中正文化中心外租單位場地設備申請業務之滿意度調查 國立中正文化中心
Other Projects 2005 取消軍教免稅民意調查案 財政部賦稅署
MOST Projects 2005 多變量資料均數與共變異數之最大削減概似估計(NSC94-2118-M-004-005) 行政院國家科學委員會
MOST Projects 2004 同時具連續與離散解釋變數之穩健迴歸診斷分析(NSC93-2118-M-004-007) 行政院國家科學委員會
Other Projects 2003 九十二年度海巡機關施政滿意度調查(92-5013) 行政院海岸巡防署
MOST Projects 2003 邏輯斯迴歸之穩健診斷分析(NSC92-2118-M-004-005) 行政院國家科學委員會
MOST Projects 2002 具偵測界限及遺漏值之環境資料的貝氏與非貝氏估計(91-2118-M-004-004) 行政院國家科學委員會
MOST Projects 2001 資料之變數轉換的穩健估計 (2/2) (NSC 90-2118-M-004-003) 行政院國家科學委員會
MOST Projects 2000 遺漏資料得穩健有效迴歸估計(NSC89-2118-M-004-007) 行政院國家科學委員會
MOST Projects 2000 資料之變數轉換的穩健估計 (1/2) (NSC 89-2118-M-004-009) 行政院國家科學委員會
Experience Category Organization Title Department Job Title Duration
Part Time 2020.09 ~ 2021.06
Part Time 2020.08 ~ 2021.07
Part Time 2020.07 ~ 2021.06
中華機率統計學會 秘書長 2020.01 ~ 2020.12
Part Time 國立政治大學 統計學系課程委員會 委員 2019.08 ~ 2020.07
Part Time 國立政治大學 統計學系 學士班導師 2019.08 ~ 2021.07
Part Time 國立政治大學 統計學系 碩士班導師 2018.08 ~ 2019.07
Part Time 國立政治大學 統計學系 統計系學術委員會委員 2018.08 ~ 2020.07
Part Time 國立政治大學 校務會議 代表 2017.08 ~ 2019.07
Part Time 國立政治大學 商學院 副院長兼學生事務及校友服務辦公室主任 2017.01 ~ 2018.01
Part Time 2014.09 ~ 2016.06
Part Time 國立政治大學 統計系 系主任 2014.09 ~ 2016.06
Part Time 國立政治大學 統計系 統計系主任導師及博士班導師 2014.09 ~ 2016.06
Part Time 國立政治大學 商學院 商學院院務會議代表 2014.09 ~ 2016.06
Part Time 國立政治大學 統計系 統計系學術委員會委員 2014.09 ~ 2016.06
Part Time 國立政治大學 統計學系 數理財務學分學程委員會委員及召集人 2014.08 ~ 2016.07
Part Time 國立政治大學 商學院 巨量資料分析學程委員會委員及召集人 2014.08 ~ 2016.07
Part Time 國立政治大學 商學院 商學院院教評會代表 2013.09 ~ 2019.07
Part Time 國立政治大學 統計學系 統計系學士班導師 2012.09 ~ 2014.06
Part Time 2012.09 ~ 2016.06
Part Time 2011.09 ~ 2012.06
Part Time 2011.09 ~ 2012.06
Part Time 2011.09 ~ 2012.06
Part Time 國立政治大學 統計系 統計系學士班導師 2009.09 ~ 2010.06
Part Time 國立政治大學 統計系 統計系碩士班導師 2008.09 ~ 2009.06
Part Time 2008.09 ~ 2009.06
Part Time 2008.09 ~ 2010.06
Part Time 2007.09 ~ 2010.06
Part Time 2006.09 ~ 2007.06
Part Time 2006.09 ~ 2007.06
Part Time 國立政治大學 統計系 統計系學士班導師 2005.09 ~ 2007.06
Part Time 2005.09 ~ 2006.06
Part Time 國立政治大學 統計系 統計系碩、博士班導師 2004.09 ~ 2005.06
Part Time 2004.09 ~ 2005.06
Part Time 2004.09 ~ 2005.06
Part Time 2004.09 ~ 2006.06
Part Time 2003.09 ~ 2008.06
Part Time 2003.09 ~ 2004.06
Part Time 國立政治大學 統計系 統計系學術委員會委員 2002.09 ~ 2003.06
Part Time 2001.09 ~ 2002.06
Part Time 2001.09 ~ 2002.06
Part Time 2001.09 ~ 2002.06
Part Time 國立政治大學 統計系 統計系學術委員會委員 2000.09 ~ 2001.06
Part Time 2000.09 ~ 2001.06
Part Time 2000.09 ~ 2001.06
Part Time 2000.09 ~ 2002.06
Part Time 統計系學士班導師 1999.09 ~ 2003.06