TSUNG-CHI CHENG
Name TSUNG-CHI CHENG
Job Title Professor
Unit Dept. of Statistics
Email
Office Tel No. 81132
Research Expertise Robust Regression Daignostics, Longitudinal Data analysis, Categorical Data Analysis
Teaching Field 穩健迴歸分析、長期追蹤資料分析、類別資料分析
Year Paper Title
2024 鄭宗記*;黃佳慧, 2024.03, 'Mining and Modeling both Association Patterns and Determinants for the Attendance of Performing Arts Activities, ' Measurement: Interdisciplinary Research and Perspectives,.(SCIE)(*為通訊作者)(本論著未刊登但已被接受), vol. 118492, Mar. 2024
2023 鄭宗記*;Lin, C.-Y.;Wang, S.-C., 2023.06, 'Exploring factors related to agreement between importance and satisfaction of subjective well-being indicators: evidence from Taiwan, ' Quality & Quantity, Vol.57, pp.2811-2839.(SCOPUS)(*為通訊作者), vol. 439057, Jun. 2023
2022 張興華;鄭宗記*, 2022.07, 'Omnivorous Audiences of Performing Arts: Evidence from Taiwan, ' Creative Industries Journal, Vol.15, No.2, pp.160-175.(SSCI)(*為通訊作者), vol. 434249, Jul. 2022
2022 廖士傑*;張士傑;鄭宗記, 2022.06, 'Index-based renewable energy insurance for Taiwan Solar Photovoltaic Power Plants, ' Risk Management and Insurance Review, Vol.25, No.2, pp.145-172.(SSCI)(*為通訊作者), vol. 438054, Jun. 2022
2022 Chang, R. W.-J.;Jen, G. H.-H.;Lin, K.-C.;鄭宗記;Chuang, S.-Y.;Pan, S.-L.;Chen, T. H.-H.;Yen, A. M.-F.*, 2022.05, 'Evaluating the effectiveness of population-based breast cancer service screening: an analysis of parsimonious patient survival information with the time-varying Cox model, ' International Journal of Epidemiology, Vol.51, pp.1910-1919.(SCI)(*為通訊作者), vol. 437582, May. 2022
2022 Jha, J.*;Biswas, A.;鄭宗記, 2022.04, 'Trimmed estimator for circular-circular regression: breakdown properties and an exact algorithm for computation, ' Statistics, Vol.56, No.2, pp.375-395.(SCI)(*為通訊作者), vol. 436540, Apr. 2022
2021 廖士傑*;張士傑;鄭宗記, 2021.08, 'Managing the Volatility Risk of Renewable Energy: Index Insurance for Offshore Wind Farms in Taiwan, ' Sustainability, Vol.13, No.16, pp.8985.(SCI)(*為通訊作者), vol. 434250, Aug. 2021
2021 鄭宗記;Lai, H.-N.*, 2021.04, 'Improvements in estimating the probability of informed trading models, ' Quantitative Finance, Vol.21, pp.771-796.(SSCI)(*為通訊作者), vol. 434251, Apr. 2021
2021 Chang, K.*;Kuo, C.-C.;Quinton, S;Lee, I.-L.;鄭宗記;Huang, S.-K., 2021.03, 'Subordinates’ competency: a potential trigger for workplace ostracism, ' International Journal of Human Resource Management, Vol.32, pp.1801-1827.(SSCI)(*為通訊作者), vol. 434252, Mar. 2021
2019 Lin, C.-Y.*;鄭宗記, 2019.08, 'Health Status and Life Satisfaction among People with Disabilities: Evidence from Taiwan, ' Disability and Health Journal, Vol.12, pp.249-256.(SSCI)(*為通訊作者), vol. 434253, Aug. 2019
2018 鄭宗記*;楊素芬, 2018.10, 'Monitoring Profile Based on a Linear Regression Model with Correlated Errors, ' Quality Technology & Quantitative Management, Vol.15, pp.393-412.(SCI)(*為通訊作者), vol. 434254, Oct. 2018
2015 黃國峯*;鄭宗記, 2015.04, 'Determinants of Firms' Patenting or Not Patenting Behaviors, ' Journal of Engineering and Technology Management, Vol.36, pp.52-77.(SSCI)(*為通訊作者), vol. 407793, Apr. 2015
2014 Lin, C.-C.;鄭宗記*;Wang, S.-C., 2014.03, 'Measuring Subjective Well-being in Taiwan, ' Social Indicators Research, Vol.116, No.1, pp.17-45.(SSCI)(*為通訊作者), vol. 393248, Mar. 2014
2014 鄭宗記*;Hsieh, P.-H.;Yang, S.-F., 2014.02, 'Process Control for the Vector Autoregressive Model, ' Quality and Reliability Engineering International, Vol.30, No.1, pp.57-81.(SCI)(*為通訊作者), vol. 393245, Feb. 2014
2013 Bei, L.-T.;鄭宗記*, 2013.07, 'Brand power index—using principal component analysis, ' Applied Economics, Vol.45, pp.2954-2960.(SSCI)(*為通訊作者), vol. 367122, Jul. 2013
2013 Wen, W.-J.;鄭宗記*, 2013.05, 'Performing Arts Attendance in Taiwan: Who and How Often?, ' Journal of Cultural Economics, Vol.37, No.2, pp.309-325.(SSCI)(*為通訊作者), vol. 385604, May. 2013
2012 鄭宗記*, 2012.07, 'On simultaneously identifying outliers and heteroscedasticity without specific form, ' Computational Statistics and Data Analysis, Vol.56, pp.2258-2272.(SCIE)(*為通訊作者), vol. 359764, Jul. 2012
2012 Yang, S.-F.*;鄭宗記;Hung,Y.-C.;Cheng, S. W., 2012.06, 'A new chart for monitoring service process mean, ' Quality and Reliability Engineering International, Vol.28, No.4, pp.377-386.(SCIE)(*為通訊作者), vol. 359761, Jun. 2012
2011 鄭宗記;Wen, W.-J.*, 2011.08, 'Determinants of Performing Arts Attendance in Taiwan: A Multivariate Probit Analysis, ' Applied Economics Letters, Vol.18, No.15, pp.1437-1442.(SSCI)(*為通訊作者), vol. 344867, Aug. 2011
2011 鄭宗記*, 2011.04, 'Robust Diagnostics for Heteroscedastic Regression Model, ' Computational Statistics and Data Analysis, Vol.55, pp.1845-1866.(SCI)(*為通訊作者), vol. 330148, Apr. 2011
2010 鄭宗記*, 2010.06, 'Discussion: The Forward Search: Theory and Data Analysis, ' Journal of the Korean Statistical Society, Vol.39, pp.153-159.(SCIE)(*為通訊作者), vol. 319038, Jun. 2010
2009 Tsaih, R.*;鄭宗記, 2009.10, 'A Resistant Learning Procedure for Coping with Outliers, ' Annals of Mathematics and Artificial Intelligence, Vol.57, pp.161-180.(SCI)(*為通訊作者), vol. 319039, Oct. 2009
2008 Chiu, C.-C.;Su, K.-P.;鄭宗記;Liu, H.-C;Chang, C.-J;Huang, S.-Y.*, 2008.05, '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, Vol.32, pp.1538-1544.(SCI)(*為通訊作者), vol. 258388, May. 2008
2008 鄭宗記*;Atanu Biswas, 2008.01, 'Maximum Trimmed Likelihood Estimator for Multivariate Mixed Continuous and Categorical Data, ' Computational Statistics and Data Analysis, Vol.52, No.4, pp.2042-2065.(SCIE)(*為通訊作者), vol. 229350, Jan. 2008
2006 鄭宗記;Lai, H.-N.*;Tsai, P.-F., 2006, 'Two-Stage Estimation of Fama-French Three Factor Models: Evidence from Taiwan, ' Chiao Da Management Review (交大管理學報), Vol.26, pp.21-48.(TSSCI)(*為通訊作者), vol. 258385, 2006
2005 鄭宗記*, 2005, 'Robust Regression Diagnostics With Data Transformations, ' Computational Statistics and Data Analysis, Vol.49, pp.875-891.(SCIE)(*為通訊作者), vol. 330152, 2005
2005 鄭宗記*;Lai,H.-N.;Liu,C-J, 2005, 'Industrial Effects and the CAPM: From the Views of Robustness and Panel Data Analysis, ' Journal of Data Science, Vol.3, pp.381-401.(*為通訊作者), vol. 148137, 2005
2002 鄭宗記;Victoria-Feser, M.-P., 2002, 'High Breakdown Estimation of Multivariate Mean and covariance With Missing Observations, ' British Journal of Mathematical and Statistical Psychology, Vol.0, No.55, pp.317-335.(SSCI), vol. 144535, 2002
2000 Atkonson .A.C*;鄭宗記, 2000.06, 'On Robust Linear Regression with Incomplete Data, ' Computational Statistics and Data Analysis, Vol.33, No.4, pp.361-380.(SCIE)(*為通訊作者), vol. A10641, Jun. 2000
1999 Atkinson A.C*;鄭宗記, 1999.07, 'Computing Least Trimmed Squares Regression with the Forward Search, ' Statistics and Computing, Vol.9, pp.251-263.(SCIE)(*為通訊作者), vol. A10640, Jul. 1999
Project Category Year Project Title Participator Job Title Period Unit
Other Projects 112 台股ETF對成分股與市場的影響與國外證券市場相關規管之研究 LEE JIE-HAUN,CHEN HONG-YI,CHENG TSUNG-CHI 2023.12 ~ 2024.12
MOST Projects 112 打造能源公正轉型的科技社會基底：地方能源民主的跨域研究－打造能 源公正轉型的科技社會基底：地方能源民主的跨域研究(1/2) TU WEN-LING,TAI HSIU-HSIUNG,NING FANG-SHII,SUNG HUANG-CHIH,KO YU-CHIA,CHENG TSUNG-CHI 2023.08 ~ 2024.07 National Science and Technology Council
MOST Projects 112 以驗證性分析確認迴歸模型之解釋變數的相對重要性 CHENG TSUNG-CHI Principal Investigator 2023.08 ~ 2024.07 National Science and Technology Council
Other Projects 112 教育部第3期(112-113年度)跨機關大數據統計資料庫建置計畫 CHENG TSUNG-CHI,TU YU-JU Principal Investigator 2023.07 ~ 2024.06 Ministry of Education, Republic of China (Taiwan)
Other Projects 111 大數據精準行銷模型優化之建置 CHENG TSUNG-CHI,CHOU PEI-TING Principal Investigator 2022.12 ~ 2023.07
MOST Projects 111 打造能源轉型的科技社會基底：北海岸能源民主的跨域研究 TU WEN-LING,TAI HSIU-HSIUNG,KO YU-CHIA,SUNG HUANG-CHIH,CHENG TSUNG-CHI 2022.08 ~ 2023.07 National Science and Technology Council
MOST Projects 111 探索資料集的相似性 CHENG TSUNG-CHI Principal Investigator 2022.08 ~ 2023.08 National Science and Technology Council
Other Projects 111 111年度建置以資科科學為基礎之社會政策治理機制委外服務計畫 LIEN HSIEN-MING,YANG WAN-YING,LIN TZU-CHIN,CHENG TSUNG-CHI,TU WEN-LING,TSAI CHIA-HUNG,LIAO HSIN-CHUNG,LIN SHIH-YUAN 2022.07 ~ 2023.03
Other Projects 111 教育部第2期(111-112年度)跨機關大數據統計資料庫建置計畫 CHENG TSUNG-CHI,TU YU-JU Principal Investigator 2022.07 ~ 2023.06 Ministry of Education, Republic of China (Taiwan)
Other Projects 110 110年度建置以資料科學為基礎之社會政策治理機制委外服務計畫 LIEN HSIEN-MING,YANG WAN-YING,LIN TZU-CHIN,CHENG TSUNG-CHI,TU WEN-LING,TSAI CHIA-HUNG,LIAO HSIN-CHUNG 2021.09 ~ 2022.07
MOST Projects 110 具遺漏資料之邏輯斯迴歸模型的變數選取策略 CHENG TSUNG-CHI Principal Investigator 2021.08 ~ 2022.07 National Science and Technology Council
Other Projects 110 教育部第1期(110年度)跨機關大數據統計資料庫建置計畫 CHENG TSUNG-CHI,TU YU-JU Principal Investigator 2021.07 ~ 2022.06 Ministry of Education, Republic of China (Taiwan)
Other Projects 110 期貨交易所提供市場參與者資訊加值服務可行性研究 LIEN HSIEN-MING,LIN CHING-TING,CHENG TSUNG-CHI,CHOU TE-YU 2021.04 ~ 2022.01
Other Projects 109 台灣壽險業海外投資上限對其資產配置影響之探討 CHANG SHIH-CHIEH,CHANG YUAN-CHEN,CHENG TSUNG-CHI,TZENG YU-YING 2020.11 ~ 2021.10
Other Projects 109 建立工商普查未報稅廠商財務資料推估模型之研究 CHENG TSUNG-CHI Principal Investigator 2020.04 ~ 2020.09
Other Projects 109 集團大數據分析師指導顧問 CHENG TSUNG-CHI,LIN CHING-TING Principal Investigator 2020.01 ~ 2021.02
MOST Projects 108 具遺漏資料的邏輯斯迴歸模型主動式學習 CHENG TSUNG-CHI Principal Investigator 2019.08 ~ 2020.07 National Science and Technology Council
Other Projects 108 匯率風險對我國壽險業經營之短中長期影響 CHANG SHIH-CHIEH,CHENG TSUNG-CHI,CHANG YUAN-CHEN 2019.06 ~ 2020.05
Other Projects 108 運用財稅資料精進工商普查作業效率之研究 CHENG TSUNG-CHI,CHEN MING-CHIN Principal Investigator 2019.06 ~ 2020.03
MOST Projects 107 含連續與順序變數且具遺漏資料的馬氏距離估計 CHENG TSUNG-CHI Principal Investigator 2018.08 ~ 2019.08 National Science and Technology Council
Other Projects 107 人工智慧選股策略輔助系統開發暨維護 HSIEH MING-HUA,CHENG TSUNG-CHI,LIN SHIH-KUEI 2018.03 ~ 2020.02
MOST Projects 106 邏輯司迴歸模型之穩健離群值檢定 CHENG TSUNG-CHI,CHENG TSUNG-CHI Principal Investigator 2017.08 ~ 2018.07 National Science and Technology Council
MOST Projects 105 連續與類別資料的馬氏距離之穩健估計 CHENG TSUNG-CHI Principal Investigator 2016.08 ~ 2017.07 National Science and Technology Council
Other Projects 105 ETC業務及服務區滿意度調查抽樣設計方法 CHENG TSUNG-CHI Principal Investigator 2016.03 ~ 2016.04
MOST Projects 104 具連續與類別變數之多變量資料的穩健診斷 CHENG TSUNG-CHI Principal Investigator 2015.08 ~ 2016.07 National Science and Technology Council
MOST Projects 103 具遺漏資料之同意度與信度分析 CHENG TSUNG-CHI Principal Investigator 2014.08 ~ 2015.07 National Science and Technology Council
MOST Projects 102 計數迴歸模型之穩健診斷 CHENG TSUNG-CHI Principal Investigator 2013.08 ~ 2014.07 National Science and Technology Council
Other Projects 102 102年度計程收費方案第2次全國性民意調查 CHENG TSUNG-CHI Principal Investigator 2013.07 ~ 2013.09
Other Projects 102 中華郵政股份有限公司作業風險執行方案之研究 CHANG SHIH-CHIEH,CHENG TSUNG-CHI 2013.01 ~ 2013.09
MOST Projects 101 向量自我迴歸模型之過程管制 CHENG TSUNG-CHI Principal Investigator 2012.08 ~ 2013.07 National Science and Technology Council
MOST Projects 100 具相關誤差之線性迴歸模型的剖面曲線監測 CHENG TSUNG-CHI Principal Investigator 2011.08 ~ 2012.07 National Science and Technology Council
MOST Projects 99 ２×２列聯表之穩健診斷 CHENG TSUNG-CHI Principal Investigator 2010.08 ~ 2011.09 National Science and Technology Council
Other Projects 98 台北縣幼童免費接種肺炎鏈球菌疫苗政策民眾滿意度調查 CHENG TSUNG-CHI,CHENG YU-TING Principal Investigator 2009.09 ~ 2009.11
MOST Projects 98 異質變異數矩陣之穩健估計 CHENG TSUNG-CHI Principal Investigator 2009.08 ~ 2010.08 National Science and Technology Council
Other Projects 98 公務人員英語文能力指標現況調查研究案 CHEN CHAO-MING,CHENG TSUNG-CHI 2009.07 ~ 2010.06
Other Projects 98 經濟部「98年度國際經濟事務研究班」五項課程委外規劃 CHEN CHAO-MING,KAN YI-HUA,CHENG TSUNG-CHI 2009.05 ~ 2009.10
Other Projects 97 台灣心靈白皮書心靈健康大調查 CHENG TSUNG-CHI Principal Investigator 2008.12 ~ 2009.02
MOST Projects 96 多序類相關與多列相關之最大削減概似估計 CHENG TSUNG-CHI Principal Investigator 2007.08 ~ 2008.08 National Science and Technology Council
Other Projects 95 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 CHENG TSUNG-CHI Principal Investigator 2006.09 ~ 2006.10
MOST Projects 95 異質變異之穩健模型估計 CHENG TSUNG-CHI Principal Investigator 2006.08 ~ 2007.08 National Science and Technology Council
MOST Projects 94 多變量資料均數與共變異數之最大削減概似估計 CHENG TSUNG-CHI Principal Investigator 2005.08 ~ 2006.08 National Science and Technology Council
Other Projects 94 取消軍教免稅民意調查案 CHENG TSUNG-CHI Principal Investigator 2005.03 ~ 2005.04
MOST Projects 93 同時具連續與離散解釋變數之穩健迴歸診斷分析 CHENG TSUNG-CHI Principal Investigator 2004.08 ~ 2005.07 National Science and Technology Council
MOST Projects 92 邏輯斯迴歸之穩健診斷分析 CHENG TSUNG-CHI Principal Investigator 2003.08 ~ 2004.08 National Science and Technology Council
Other Projects 92 九十二年度海巡機關施政滿意度調查 JENG TIAN-TZER,CHENG TSUNG-CHI,CHEN LI-SHYA 2003.04 ~ 2003.08
MOST Projects 91 具偵測界限及遺漏值之環境資料的貝氏與非貝氏估計 CHENG TSUNG-CHI Principal Investigator 2002.08 ~ 2003.08 National Science and Technology Council
MOST Projects 90 資料之變數轉換的穩健估計（2/2） CHENG TSUNG-CHI Principal Investigator 2001.08 ~ 2002.07
MOST Projects 89 資料之變數轉換的穩健估計（1/2） CHENG TSUNG-CHI Principal Investigator 2000.08 ~ 2001.07
MOST Projects 89 遺漏資料的穩健有效迴歸估計 CHENG TSUNG-CHI Principal Investigator 1999.12 ~ 2000.07 National Science and Technology Council
Country School Name Department Degree Duration
UNITED KINGDOM London School of Economics and Political Science Statistics 博士 1995.10 ~ 1998.10
TAIWAN, REPUBLIC OF CHINA 國立中興大學 統計學系 碩士 1992.09 ~ 1994.06
TAIWAN, REPUBLIC OF CHINA 私立輔仁大學 統計學系 學士 1985.09 ~ 1989.06
Experience Category Organization Title Department Job Title Duration
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 教授 2019.08 ~ Up to today
Current NATIONAL CHENGCHI UNIVERSITY Department of Money and Banking 教授 2019.02 ~ 2019.08
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 教授 2013.01 ~ 2019.02
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 教授 2012.08 ~ 2013.01
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 副教授 2011.08 ~ 2012.08
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 副教授 2005.02 ~ 2010.08
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 助理教授 1999.08 ~ 2005.02
Part Time NATIONAL CHENGCHI UNIVERSITY College of Commerce 副院長 2017.08 ~ 2018.04
Part Time NATIONAL CHENGCHI UNIVERSITY Office of Student Affairs Services and Alumni Services 主任 2017.08 ~ 2018.04
Part Time NATIONAL CHENGCHI UNIVERSITY Department of Statistics 系主任 2015.08 ~ 2016.07
Part Time NATIONAL CHENGCHI UNIVERSITY Department of Statistics 系主任 2014.08 ~ 2015.07
Part Time NATIONAL CHENGCHI UNIVERSITY Civil Service Education Center 組長 2009.08 ~ 2010.07
Part Time NATIONAL CHENGCHI UNIVERSITY Center for Public and Business Administration Education Training Section 組長 2009.08 ~ 2010.07
Part Time NATIONAL CHENGCHI UNIVERSITY Civil Service Education Center 組長 2008.08 ~ 2009.07
Part Time NATIONAL CHENGCHI UNIVERSITY Center for Public and Business Administration Education Training Section 組長 2008.08 ~ 2009.07
Honor Category Year Award Name Awarding Unit
Inside School 108 國立政治大學 國立政治大學
Inside School 98 國立政治大學 國立政治大學
Inside School 96 學術研究成果國際化優等研究獎 政治大學
Inside School 95 學術研究成果國際化優等研究獎 政治大學
Inside School 92 學術研究成果國際化優等研究獎 政治大學
Year Paper Title
2001 鄭宗記;Hwang,J.-H., 2001, 'Maximun Likelihood Estimation for Environmental Data with Detection Limits and Missing Valuse, ' Conference of the Chinese Statitical Association, Chinesen Statistical Association., 2001
2001 鄭宗記;Wen,Y-W, 2001, 'Robust Regression With Both Continuous and Categorical in the Presence of Missing Values, ' 53rd Session of the ISI, Seoul, ISI., 2001
2000 鄭宗記;Victoria -Feser M.P, 2000.07, 'High Breakdown Estimation of Multivariate Location and Scale With Missing Observations, ' The 22nd Biennial Conference of the Society for Multivariate Analysis in the Behavioural Sciences, London School of Economics., Jul. 2000
2000 Atkinson.A.C, 2000.07, 'The Forward Search for the Minimum Covariance Determinant Estimator, ' The 22nd Biennial Conference of the Society for Multivariate Analysis in the Behavioural Sciences, London School of Economics., Jul. 2000
2000 鄭宗記, 2000.04, 'Robustness, High Breakdown, Efficiency and Detection of Outliers: A Simulation Study of Linear Regressio, ' 2000年中國統計學社學術研討會, 成功大學., Apr. 2000
Year Research Title Publish Date Authors
2003 鄭宗記, 2003.08, '邏輯斯迴歸之穩健診斷分析, ' 國科會. 2003-08-01
2002 鄭宗記, 2002, '具偵測界限及遺漏值之環境資料的貝氏與非貝氏估計, ' 國科會.
2001 鄭宗記, 2001.08, '資料之變數轉換的穩健估計(2/2), ' 國科會. 2001-08-01
2000 鄭宗記, 2000.08, '資料之變數轉換的穩健估計(1/2), ' 國科會. 2000-08-01
2000 鄭宗記;Victoria, Feser,M-P, 2000, 'Robust Correlation Estimation With Missing Values, ' University of Geneva.
鄭宗記, '遺漏資料的穩健有效回歸估計, ' 國科會. 2024-04-01