CHIU-HSING WENG
Full-time
Job Title Professor
Name CHIU-HSING WENG
Office Tel No. 81204
Email chweng@nccu.edu.tw
Job Title Professor
Research Expertise Time Series, Bayesian Analysis, Statistical Learning, Sequential Analysis
Teaching Field Statistical Data Analysis, Statistical Computing and Simulation, Applied Bayesian Methods
Year Paper Title
2018 Real-Time Bayesian Parameter Estimation for Item Response Models, Bayesian Analysis, Vol.13, No.1, pp.115-137. 2018. (SCI)
2018 A Note on Item Response Theory Modeling for Online Customer Ratings, The American Statistician, pp.1-11, 2018. (SCI)
2016
2015 Discussion on “Sequential Quasi-Monte-Carlo sampling” by Matthieu Gerber and Nicolas Chopin, Journal of the Royal Statistical Society: Series B, Vol. 77 pp. 561-562,2015.
2015 R. C. Weng, Expansions for multivariate densities, Journal of Statistical Planning and Inference, Vol. 167, pp. 174-181, 2015. (SCI)
2014 Ruby C. Weng, An overview of approximate Bayesian infernce in machine learning, Journal of the Chinese Statistical Association ,Vol.52, No.1, pp.44-58, 2014
2013 翁久幸*, 許正宏, A study of expansions of posterior distributions, Communications in Statistics – Theory and Methods, Vol.42, No.2, pp.346-364. 2013.01. (SCI)
2011 Ruby C. Weng and C.-J. Lin, A Bayesian approximation method for online ranking, Journal of Machine Learning Research,Vol.12, pp.267-300. 2011.01 (SCI)
2010 Ruby C. Weng, A Bayesian Edgeworth expansion by Stein's Identity, Bayesian Analysis, Vol.5, No.4, pp.741-764, 2010.10 (SCI)
2010 S.-C. Chen, Ruby C. Weng*, and T. Huang, Corrected confidence intervals for parameters in adaptive linear models, Journal of Statistical Planning and Inference, Vol.140, No.1, pp.297-309, 2010.01 (SCI)
2008 T.-K. Huang, Ruby C. Weng, and C.-J. Lin, Ranking individuals by group comparisons, Journal of Machine Learning Research, Vol.9, pp.2187-2216, 2008. (SCI)
2008 C.-J. Lin, R. C. Weng, Trust region Newton method for large-scale logistic regression, Journal of Machine Learning Research, Vol.9, pp.627-650, 2008. (SCI)
2008 Ruby C. Weng and W.-C. Tsai, Asymptotic Posterior Normality for Multiparameter Problems, Journal of Statistical Planning and Inference.Vol.138, pp.4068-4080, 2008, (SCI)
2007 Ruby C. Weng , A note on Platt's probabilistic outputs for support vector machines, Machine Learning,2007
2006 Ruby C. Weng, and Steve Coad, Corrected confidence intervals for secondary parameters following sequential tests, IMS Lecture Notes and Monograph Series on Recent Developments in Nonparametric Inference and Probability(Festschrift for Michael Woodroofe), Vol.50, pp.80-104, 2006.
2006 Ruby C. Weng, A Generalized Bradley-Terry Model: From Group Competition to Individual Skill, Journal of Machine Learning Research,2006
2006 Ruby C. Weng and Michael Woodroofe, Approximate confidence sets for a stationary AR(p) process, Journal of Statistical Planning and Inference, Vol.136, pp.2719-2745, 2006. (SCI)
2004 M.-W. Chang, C.-J. Lin, and Ruby C. Weng, Analysis of Switching Dynamics with Competing Support Vector Machines, IEEE Transactions on Neural Networks, Vol15, No.3, pp.720-727, 2004. (SCI) (NSC91-2118-M-004-003)
2003 T.-F. Wu, C.-J. Lin, and Ruby C. Weng, Probability Estimates for Multi-class Classification by Pairwise Coupling.” , Journal of Machine Learning Research, Vol.5, pp.975-1005, 2004. (SCI). (A short version appears in NIPS 2003.)
2003 Ruby C. Weng, On Stein’s Identity for Posterior Normality, Statistica Sinica, Vol.13, No.2, pp.495-506, 2003. (SCI) (NSC 89-2118-M-004-008, 90-2118-M-004-002)
2001 Ki Heon Choi, Ruby C Weng, and Michael Woodroofe, Sequential confidence intervals for a population size with fixed proportional accuracy, Sequential Analysis, Vol.20, No.1, pp.25-43, 2001
2000 Michael Woodroofe and Ruby C. Weng, Comments on Hybrid Resampling Methods for Confidence Intervals, Statistica Sinica, Vol.10, No.1, pp.33-36, 2000. (SCI) (國科會研究獎勵 2000)
1999 Ruby C. Weng and Michael Woodroofe, Integrable expansions for posterior distributions for multiparameter exponential families -- with applications to sequential confidence levels, Statistica Sinica, Vol.10, No.3, pp.693-713, 2000. (SCI) (國科會研究獎勵 1999)
Year Paper Title
2020 “A comparison of IRT models for Internet ratings”, Joint Statistical Meeting 2017, Baltimore, Maryland, 2017.7.29-8.3
2018 “A note on item response modeling for online customer ratings", The 11th Cross Strait Conference on Proability and Statistics, May 31-June 2, 2018, Taipei University, Taiwan.
2018 “Real-time Bayesian parameter estimation for item response models - with application to Internet ratings data” , International Society for Bayesian Analysis (ISBA) 2018, Edinburgh, UK, 2018.6.24-29
2016 “Bayesian inference for Internet ratings data using R”, The R User Conference 2016, Stanford University, Stanford, California,2016.6.27-6.30
2016 “Real-time Bayesian inference for latent ability models",, The 25th South Taiwan Statistics Conference, June 24-25, 2016, Sun-Yet-Sen University, Kaohsiung, Taiwan.
2015 Real-time Bayesian inference for latent ability models, JSM 2015, Seattle, WA, , 2015-08-08-2015-08-13
2014 Real-time Bayesian parameter estimation for item response models, (Invited talk), 2014 ICSA and KISS Joint Applied Statistics Symposium, Portland, Oregon, , 2014-06-15-2014-06-18
2014
2013 Ruby C. Weng, Analysis of Internet ratings data, The 59th World Statistics Congress at Hong Kong, Hong Kong, , 2013-08-25-2013-08-30
2012 Ruby C. Weng, Bayesian online ranking using W-Stein's Identity, Joint Statistical Meeting, San Diego, USA, , 2012-07-28-2012-08-02
2011 Ruby C. Weng, A Bayesian rating system using W-Stein's identity, International Conference on Advances in Probability and Statistics - Theory and Applications. The Chinese University of Hong Kong, Hong Kong, , 2011-12-28-2011-12-31
2011 Ruby C. Weng, A Bayesian rating system using W-Stein's identity, (invited talk) Joint Meeting of The 2011 Taipei International Statistical Symposium and 7th Conference of the Asian Regional Section of the IASC, Academia Sinica, Taipei, Taiwan, , 2011-12-16-2011-12-19
2007 C.-J. Lin, R. C. Weng, and S. S. Keerthi, Trust region Newton method for large-scale logistic regression, ICML (International Conference on Machine Learning), Oregon, USA, , 2007-06-20-2007-06-24
2006 T.-K. Huang, C.-J. Lin, and Ruby C. Weng, , Ranking individuals by group comparisons, The IMS Asian and Pacific Regional Meeting, Pennsylvania, USA, , 2006-06-25-2006-06-29
2005 Ruby C. Weng and S. Coad, Corrected confidence intervals for secondary parameters following sequential tests, A Conference on Nonparametric Inference and Probability with Applications to Science, Ann Arbor, Michigan, , 2005-09-24-2005-09-25
2005 Ruby C. Weng, Approximate confidence sets for a stationary AR(p) process, 55th ISI (International Statistical Institute), Sydney, , 2005-04-05-2005-04-12
2004 T.-K. Huang, Ruby C. Weng, and C.-J. Lin, A generalized Bradley-Terry model: from group competition to individual skill, NIPS conference, Vancouver, Canada, , 2004-12-13-2004-12-18
2003 Ruby C. Weng, Calculations of posterior distributions, 54th ISI (International Statistical Institute), Berlin, , 2003-08-13-2003-08-20
2002 翁久幸, M.-W. Chang, C.-J. Lin, Adaptive deterministic annealing for two applications: competing SVR of switching dynamics and traveling salesman problems, The 9th International Conference on Neural Information Processing, X
2002 翁久幸, M.-W. Chang, C.-J. Lin,, Analysis of Switching Dynamics with Competing Support Vector Machines, International Joint Conference on Neural Networks,IEEE
Project Category Year Project Title Participator Job Title Period Unit
MOST Projects 2018
MOST Projects 2015 從即時貝氏學習方法到群組學習 (MOST 104-2118-M-004 -005 -) 翁久幸 國科會研究計畫
MOST Projects 2013 動態系統的貝氏分析(1/2)(2/2)(NSC102-2118-M-004-00) 翁久幸 國科會研究計畫
MOST Projects 2012 貝氏方法在網路評分資料之應用(2)(NSC100-2118-M-004-002) 翁久幸 國科會研究計畫
MOST Projects 2011 貝氏方法在網路評分資料之應用(1)(NSC100-2118-M-004-001) 翁久幸 國科會研究計畫
MOST Projects 2010 貝氏Edgeworth expansion及其應用(NSC99-2118-M-004-001) 翁久幸 國科會研究計畫
MOST Projects 2009 貝氏評分系統(2)(NSC97-2118-M-004-MY2) 翁久幸 國科會研究計畫
MOST Projects 2008 貝氏評分系統(1)(NSC97-2118-M-004-MY2) 翁久幸 國科會研究計畫
MOST Projects 2008 內政部入出國及移民署96年廉政民意問卷後續調查 翁久幸 內政部移民署
MOST Projects 2008 臺北市政府衛生局健康關懷專車市民滿意度調查 翁久幸 臺北市政府衛生局
MOST Projects 2008 臺北市政府衛生局推動『市民健康卡』成效調查 翁久幸 臺北市政府衛生局
MOST Projects 2007 Stein'方法在貝氏分析之應用(NSC96-2118-M-004-002) 翁久幸 國科會研究計畫
MOST Projects 2007 國人出國刷卡及提現行為調查 翁久幸 奧美公關
MOST Projects 2006 序貫實驗之第二參數的區間估計(2/2)(NSC95-2118-M-004-001) 翁久幸 國科會研究計畫
MOST Projects 2005 序貫實驗之第二參數的區間估計(1/2) 翁久幸 國科會研究計畫
MOST Projects 2005
MOST Projects 2004 後驗分配的近似計算(2/2)(NSC93-2118-M-004-001) 翁久幸 國科會研究計畫
MOST Projects 2003 後驗分配的近似計算(1/2) (NSC92-2118-M-004-003) 翁久幸 國科會研究計畫
MOST Projects 2002 混合型時間序列模型之分析 (NSC91-2118-M-004-003) 翁久幸 國科會研究計畫
MOST Projects 2001 非均質波松過程的後驗常態性 (NSC90-2118-M-004-012) 翁久幸 國科會研究計畫
MOST Projects 2000 非均質波松過程的後驗常態性 (NSC89-2118-M-004-008) 翁久幸 國科會研究計畫
MOST Projects 1999 序貫實驗之參數估計 (NSC89-2118-M-004-006) 翁久幸 國科會研究計畫
Country School Name Department Degree
United States of America University of Michigan Department of Statistics Ph.D.
Experience Category Organization Title Department Job Title Duration
Part Time 國立政治大學 統計系課程委員會 委員 2019.08 ~ 2020.07
Part Time 國立政治大學 商學院院務會議 代表 2019.08 ~ 2020.07
Part Time 國立政治大學 任商學院課程委員會 委員 2019.08 ~ 2020.07
Part Time 2018.09 ~ 2019.06
Part Time 2018.09 ~ 2019.06
Symmetry 期刊 評審團 評審 2018.01 ~ 2018.12
Journal of the American Statistical Association 期刊 評審團 評審 2018.01 ~ 2018.12
Part Time 2017.09 ~ 2018.06
Part Time 2017.09 ~ 2018.06
Part Time 2017.09 ~ 2018.06
Part Time 2017.09 ~ 2018.06
2017.01 ~ 2017.12
2017.01 ~ 2017.12
2017.01 ~ 2017.12
2017.01 ~ 2017.12
Part Time 2016.09 ~ 2019.06
2016.01 ~ 2016.12
2016.01 ~ 2016.12
Part Time 國立政治大學 統計學系 學士班導師 2015.09 ~ 2016.06
Part Time 國立政治大學 統計學系 財務委員會委員 2015.09 ~ 2016.06
2015.01 ~ 2015.12
2015.01 ~ 2015.12
Part Time 國立政治大學 統計學系 學生事務委員會委員 2014.09 ~ 2015.06
Part Time 國立政治大學 商學院 院務會議代表及學術委員會委員 2014.09 ~ 2015.06
Part Time 2012.09 ~ 2014.06
Part Time 2012.09 ~ 2014.06
Part Time 國立政治大學 統計學系 系主任 2012.09 ~ 2014.06
Part Time 國立政治大學 統計學系 博士班導師 2012.09 ~ 2014.06
Part Time 國立政治大學 統計學系 系主任導師 2012.09 ~ 2014.06
Part Time 國立政治大學 商學院 院務會議代表及發展推廣委員會委員 2012.09 ~ 2014.06
Part Time 國立政治大學 統計學系 學士班導師 2010.09 ~ 2011.06
Part Time 國立政治大學 統計學系 碩、博士班導師 2009.09 ~ 2010.06
Part Time 國立政治大學 商學院 國際事務委員會委員 2009.09 ~ 2010.06
Part Time 國立政治大學 統計學系 學術委員會委員 2008.09 ~ 2011.06
Part Time 國立政治大學 統計學系 圖書設備採購委員會委員 2006.09 ~ 2008.06
Part Time 國立政治大學 商學院 民意與市場調查研究中心主任 2006.09 ~ 2008.06
Part Time 國立政治大學 商學院 會議代表及發展推廣委員會委員 2005.09 ~ 2006.06
Part Time 國立政治大學 統計學系 學術委員會委員 2004.09 ~ 2006.06
Part Time 國立政治大學 統計學系 財務委員會委員 2003.09 ~ 2004.06
Part Time 2002.09 ~ 2009.09
Part Time 國立政治大學 統計學系 學術委員會委員 2002.09 ~ 2003.06
Part Time 國立政治大學 統計學系 圖書設備採購委員會委員 2001.09 ~ 2002.06
Part Time 國立政治大學 商學院 科技事務工作委員會委員 2001.09 ~ 2002.06
Part Time 國立政治大學 統計學系 碩、博士班導師 2000.09 ~ 2002.06
Part Time 國立政治大學 統計學系 碩、博士班導師 2000.09 ~ 2002.06
Part Time 國立政治大學 統計學系 學術委員會委員 2000.09 ~ 2001.06
Part Time 國立政治大學 商學院 人文事務工作委員會委員 2000.09 ~ 2001.06
Part Time 國立政治大學 統計學系 學士班導師 1999.09 ~ 2000.06
Part Time 國立政治大學 商學院 會議代表 1999.09 ~ 2000.06
Part Time 國立政治大學 統計學系 獎學金委員會委員 1999.01 ~ 1999.12
Honor Category Year Award Name Awarding Unit
Outside School 2019 108年行政院科技部研究獎勵 行政院科技部
Outside School 2018
Outside School 2017
Outside School 2016 105年科技部獎勵特殊優秀人才 行政院科技部
Inside School 2016
Inside School 2015
Inside School 2012