Jyh-Jen Horng Shiau
Job title Professor
Name Jyh-Jen Horng Shiau
Office Tel No. 886-3-5712121 ext 56804
Address Institute of Statistics, National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu, Taiwan 30010, ROC
Email
Teaching Field Nonparametric regression Functional Data Analysis Industrial statistics
Job tenure 1992~2017
Year Paper Title
2014 Wu, C.-C., Shiau*, J.-J. H., Pearn, W. L., and Hung, H.-N., Bayesian Approach for Group Supplier Selection Based on the Popular Process Capability Index Cpk., Quality Technology and Quantitative Management. (Accepted). (SCIE). NSC 101-2118-M-009-002-MY2., 2014
2013 Shiau*, J.-J. H., Yen, C.-L., Pearn, W. L., and Lee, W.-T., Yield-related Process Capability Indices for Processes of Multiple Quality Characteristics., Quality and Reliability Engineering International, 29(4), 487-507. (SCIE). NSC97-2118-M-009-002-MY2 and NSC99-2118-M-009-003-MY2. (Accepted) (SCI, EI), 2013
2012 Deng, L.-Y., Shiau*, J.-J. H., and Lu, H. H.-S., Efficient Computer Search for Large-Order Multiple Recursive Generators, Journal of Computational and Applied Mathematics, Vol. 236, No. 13, 3228-3237. NSC97-2118-M-009-002-MY2. (SCI), 2012
2012 Deng, L.-Y., Shiau, J.-J. H., and Lu*, H. H.-S., Large-order multiple recursive generators with modulus 2^31-1., INFORMS Journal on Computing, 24(4), 636-647. (SCI). NSC97-2118-M-009-002-MY2. (Accepted) (SCI), 2012
2012 Yen, C.-L., Shiau*, J.-J. H., and Yeh, Arthur B., Effective Control Charts for Monitoring Multivariate Process Dispersion., Quality and Reliability Engineering International, 28(4), 409-426. (SCIE). NSC95-2118-M-009-006-MY2 and NSC97-2118-M-009-002-MY2. (Accepted) (SCI, EI), 2012
2011 Pearn*, W. L., Shiau, J.-J. H., Tai, Y.T., and Li, M. Y., Capability Assessment for Processes with Multiple Characteristics: A Generalization of the Popular Index Cpk., Quality and Reliability Engineering International, Vol. 27, No. 8, 1119-1129. NSC97-2118-M-009-002-MY2. (SCI, EI), 2011
2010 Shiau*, J.-J. H. and Sun, J.-H., A New Strategy for Phase I Analysis in SPC, Quality and Reliability Engineering International, Vol. 26, No. 5, 475-486. (Published online DOI: 10.1002/qre.1075) NSC94-2118-M-009-006 and NSC95-2118-M-009 -006-MY2. (SCI, EI), 2010
2010 Yen, C.-L. and Shiau*, J.-J. H., A Multivariate Control Chart for Detecting Increases in Process Dispersion, Statistica Sinica, Vol. 20, No. 4, 1683-1707. NSC95-2118-M-009-006-MY2 and NSC97-2118-M-009-002-MY2. (SCI), 2010
2009 Deng*, L.-Y., Li, H., and Shiau, J.-J. H., Scalable Parallel Multiple Recursive Generators of Large Order, Parallel Computing, 35, 29-37, doi:10.1016/j.parco.2008.09.012. NSC95-2118-M-009-006-MY2 and NSC97 -2118-M-009-002-MY2. (SCI), 2009
2009 Shiau*, J.-J. H., Huang, H.-L., Lin, S.-H., and Tsai, M.-Y., Monitoring Nonlinear Profiles with Random Effects by Nonparametric Regression, Communications in Statistics-Theory and Methods, 38, 1664-1679. NSC93-2118 -M009-007 and NSC95-2118-M-009 -006-MY2. (SCI), 2009
2007 Pearn*, W. L., Hsu, Y.-C. and Shiau, J.-J. H., Optimal Tool Replacement Policy for One-sided Processes with Low Fraction Defective, Journal of the Operational Research Society, 58, 1075-1083. (SCI), 2007
2005 Shiau, J.-J. H., Chen, C.-R., and Feltz*, C. J., An Empirical Bayes Process Monitoring Technique for Polytomous Data, Quality and Reliability Engineering International, 21, 13-28. NSC91-2118-M-009-007. (SCI, EI), 2005
2005 Shiau*, J.-J. H. and Hsu, Y.-C., Robustness of the EWMA Control Chart to Non-normality for Autocorrelated Processes, Quality Technology and Quantitative Management, 2, 125-146. NSC 92-2118-M-009-012. (Mathematical Review, MathSciNet), 2005
2003 Shiau*, J.-J. H. and Chen, L.-A., A Multivariate Parallelogram and its Application to Multivariate Trimmed Means, Australian & New Zealand Journal of Statistics, 45, 343-352. NSC90-2118-M-009-008. (SCI), 2003
2001 Feltz*, C. J. and Shiau, J.-J. H., Statistical Process Monitoring Using an Empirical Bayes Multivariate Process Control, Quality and Reliability Engineering International, Vol. 17, 119-124. (SCI, EI), 2001
1999 Shiau*, J.-J. H., Hung, H.-N., and Chiang, C.-T., A Note on Bayesian Estimation of Process Capability Indices, Statistics and Probability Letters, Vol. 45, 215-224. NSC87-2118-M-009-004. (SCI), 1999
1999 Shiau*, J.-J. H., Chiang, C.-T., and Hung, H.-N., A Bayesian Procedure for Process Capability Assessment, Quality and Reliability Engineering International, Vol. 15, 369-378. NSC87-2118-M-009-004. (SCI, EI), 1999
1999 Shiau*, J.-J. H. and Lin, H.-H., Analyzing Accelerated Degradation Data by Nonparametric Regression, IEEE Transactions on Reliability, Vol. 48, No.2, 149-158. NSC88-2118-M-009-009. (SCI), 1999
1999 Shiau*, J.-J. H., A New Algorithm for Five-band Toeplitz Matrix Inversion with Application to GCV Smoothing Spline Computation, Statistics and Probability Letters, Vol. 45, 317-324. NSC87-2118-M-009-004. (SCI), 1999
1995 Shiau*, J.-J. H., On Defect Counting, Clustering and Other Issues, Journal of the Chinese Institute of Industrial Engineers, Vol. 12, No. 4, 235-243, 1995
1994 Lee*, D. and Shiau, J.-J. H., Thin Plate Splines with Discontinuities and Fast Algorithms for their Computation, SIAM Journal on Scientific Computing, Vol. 15, No. 6, 1311-1330. (SCI), 1994
1994 Chen*, H. and Shiau, J.-J. H., Data-Driven Efficient Estimators for a Partially Linear Model, Annals of Statistics, Vol. 22, No. 1, 211-237. (SCI), 1994
1991 Chen*, H. and Shiau, J.-J. H., A Two-stage Spline Smoothing Method for Partially Linear Models, Journal of Statistical Planning and Inference, Vol. 27, 187-201. (SCI), 1991
1990 Lee*, D. and Shiau, J.-J. H., Surface Reconstruction with Discontinuities, Proceedings of the Society of Photo-Optical Instrumentation Engineers, Vol. 1383, Sensor Fusion III:3-D Perception and Recognition, 297-304 (Refereed), 1990
1988 Owen*, D. B. and Shiau, J.-J. H., On the Duality between Points and Lines, Communications in Statistics, A17, No. 1, 207-228. (SCI), 1988
1988 Shiau, J.-J. H. and Wahba*, G., Rates of Convergence of Some Estimators for a Semiparametric Model, Communications in Statistics, B17, No. 4, 1117-1134. (SCI), 1988
1987 Shiau*, J.-J. H., A Note on MSE Coverage Interval of a Partial Spline Model, Communications in Statistics, A16, No. 7, 1851-1866. (SCI), 1987
1986 Shiau, J.-J. H., Wahba*, G., and Johnson, D. R., Partial Spline Models for the inclusion of Tropopause and Frontal Boundary Information in Otherwise Smooth Two and Three Dimensional Objective Analysis, Journal of Atmospheric and Oceanic Technology, Vol. 3, 714-725. (SCI), 1986
Year Paper Title
2009 Deng*, L.-Y., Shiau, J.-J. H., and Lu, H. H.-S., "A Class of Generators Suitable for Both Security and Simulation Applications", 2009年應用統計資訊研討會論文集，1-15, 2009
1995 Shiau*, J.-J. H., "製程上叢聚性缺點之探討", 八十四年度品質管理與品質技術應用研討會論文集，61-66, 1995
1995 Shiau, J.-J. H. and Chen, D. S.-W., "The Run Length Distributions of Special-Cause Control Charts for Multivariate Correlated Processes", 八十四年度機率統計學術研討會實錄，247-257, 1995
1994 司馬依文和洪志真, "在無母數迴歸中對二群體的平均函數相等之檢定", 第三屆南區統計研討會論文集, 1994
Year Month Writing Title Other Reference URL
2012 5 Random Number Generators for Applications in Computer Simulation and Computer Security Deng, L.-Y., Shiau, J.-J. H., and Lu, H. H.-S.,Technical Report. (Submitted) NSC97-2118-M-009-002-MY2 and NSC99-2118-M-009-003-MY2.
2011 5 當管制下共變異矩陣需估計時多變量製程變異之監控. 洪志真和楊捷文,技術報告. NSC99-2118-M-009-003-MY2.
2011 5 R，S和 管制圖在製程變異數需估計時之修正管制界限. 洪志真和林洋德,技術報告. NSC99-2118-M-009-003-MY2.
2011 5 Hardware-Efficient, High-Throughput, and Long-Period Nonlinear PRNGs by Shuffle-Hiding Linear Generators Li*, C.-Y., Deng, L. Y., Shiau, J.-J. H., Chang, T.-Y., and Lu, H. H.-S.,Technical Report. (Submitted) NSC97-2118-M-009 -002-MY2
2010 5 監控線性趨勢製程之研究. 洪志真和陳清豪,技術報告. NSC97-2118-M-009-002-MY2.
2010 5 第一階段剖面資料監控方法應用在工具磨損製程上之研究. 洪志真和李和憲,技術報告. NSC97-2118-M-009-002-MY2.
2010 5 Randomness Identification of Wafer Maps under Process Baseline Limitations and Its Applications. Chuang, M.-H., Tu, K.-W., Shiau, J.-J. H.,Technical Report. NSC97-2118-M-009 -002-MY2.
2010 5 Security Enhancement on Linear Random Number Generators via Mutual Shuffling. Deng, L.-Y., Shiau, J.-J. H., and Lu, H. H.-S.,Technical Report. (Submitted) NSC97-2118-M-009 -002-MY2.
2009 5 Security Improvement on Linear Generators via Mutual Random Coupling with Futures Deng, L.-Y., Shiau, J.-J. H., and Lu, H. H.-S.,Technical Report. NSC97-2118-M-009 -002-MY2
2009 5 Non-linear Pseudo-Random Generators via Coupling DX Generators with the Logistic Map Li, C.-Y., Deng, L. Y., Chang, T.-Y., and Shiau, J.-J. H.,Technical Report. NSC97-2118-M-009 -002-MY2.
2009 5 Profile Monitoring via Simplicial Data Depth Shiau, J.-J. H. and Cheng, C.-Y.,Technical Report. NSC97-2118-M-009 -002-MY2.
2009 5 Profile Monitoring via Oja Data Depth Shiau, J.-J. H. and Wang, S.-H.,Technical Report. NSC97-2118-M-009 -002-MY2.
2009 5 A Study on Multivariate Process Capability Indices Shiau, J.-J. H., Lee, W.-T., and Pearn, W.L.,Technical Report. NSC97-2118-M-009 -002-MY2.
2009 5 Distributional and Inferential Properties of Capability Index for Processes with Multiple Characteristics Shiau, J.-J. H., Pearn, W.L., and Li, M.-Y.,Technical Report. NSC97-2118-M-009 -002-MY2.
2009 5 A Class of Generators Suitable for Both Security and Simulation Applications Deng, L.-Y., Shiau, J.-J. H., and Lu, H. H.-S.,NSC95-2118-M-009 -006-MY2
2009 5 Improving the Security of a Random Number Generator by Randomly Coupling with Its Future Deng, L.-Y., Shiau, J.-J. H., and Lu, H. H.-S.,NSC97-2118-M-009 -002-MY2
2008 5 Efficient Algorithms for Generalized Cross Validated Smoothing Splines with Discontinuities Shiau, J.-J. H.,Technical Report.
2008 5 Enhancing the Power of Process Control by Utilizing Auxiliary Information in Profiles Shiau, J.-J. H. and Huang, H.-L.,Technical Report. NSC95-2118-M-009 -006-MY2.
2008 5 The OAAT Scheme for Phase I Nonlinear Profile Monitoring Shiau, J.-J. H. and Hsu, Y.-L.,Technical Report. NSC95-2118-M-009-006 -MY2.
2008 5 Profile Monitoring via Principal Components Shiau, J.-J. H. and Wang, H.-C.,Technical Report. NSC95-2118-M-009 -006-MY2.
2007 5 Nonparametric Monotone Regression for Generalized Linear Models with Applications to Wafer Acceptance Tests Shiau, J.-J. H., Wen, C.-C., and Lin, S-H.,Technical Report. NSC95-2118-M-009-006-MY2.
2007 5 用EM演算法建構階段I管製圖之研究 洪志真、柯育辰,技術報告. NSC95-2118-M-009-006-MY2.
2007 5 用核密度估計建構階段I管製圖之研究 洪志真、盧美惠,技術報告. NSC95-2118-M-009-006-MY2.
2006 5 A New Robust Phase I Analysis for Monitoring Nonlinear Profiles Shiau, J.-J. H., Yen, C.-L., and Feng, Y.-W.,Technical Report. NSC94-2118 -M-009-006 and NSC95-2118-M-009-006.
2006 5 Monitoring Linear Profiles based on a Random-effect Model Shiau, J.-J. H., Lin, S.-H., and Chen, Y.-C.,Technical Report. NSC94-2118-M-009-006 and NSC95-2118-M-009-006.
2005 5 Theory and Practice of Combination Generator Deng, L.-Y., Li, H., and Shiau, J.-J. H.,Technical Report.
2005 5 Tables of Large Order Multiple Recursive Generators Deng, L.-Y., Shiau, J.-J. H., and Tsai, G.-H.,Technical Report.
2005 5 Thin-plate Splines with Discontinuities Shiau, J.-J. H.,Technical Report.
2005 5 Profile Monitoring by Nonparametric Regression Shiau, J.-J. H., Weng, Z.-P., and Lin, S.-H.,Technical Report. NSC92-2118-M-009-012 and NSC93-2118-M-009-007.
2005 5 Change-Point Estimation by Local Polynomial Regression Shiau, J.-J. H., Lin, S.-H., and Lin, P.-R.,Technical Report.
2004 5 Redundancy-Reducing Feature Selection from Microarray Data Based on Gene Grouping Shiau, J.-J. H., Hung, H.-N., and Chang, B.-W.,Technical Report.
2004 5 Statistical Methods for Estimation of Genetic Networks and Functional Structures between Genes Shiau, J.-J. H., Hung, H.-N., and Lo, C.-W.,Technical Report.
2004 5 Gene Selection and Prediction by MCMC Method Hung, H.-N., Shiau, J.-J. H., and Yen, T.-Y.,Technical Report.
2004 5 A Nonlinear Gene Selection Method Hung, H.-N., Shiau, J.-J. H., and Chang, S.-J.,Technical Report.
2004 5 An Empirical Bayes Process Monitoring Technique for Categorical Data Utilizing the Likelihood Ratio Method Chen, C.-R., Shiau, J.-J. H., and Lin, T.-Y.,Technical Report.
2003 5 A Study on Support Vector Machines in Gene Selection Shiau, J.-J. H., Hung, H.-N., and Hsueh, Y.-H.,Technical Report.
2003 5 Application of Support Vector Machines in Gene Selection Problem Hung, H.-N., Shiau, J.-J. H., and Wang, J.-L.,Technical Report.
2003 5 用無母數迴歸分析兩變數間之因果關係 洪志真、洪慧念、鄭佳瑜,技術報告.
2003 5 判斷兩變數間的因果關係 洪慧念、洪志真、呂傑瀚,技術報告.
2003 5 Empirical Bayes Process Monitoring Techniques for Categorical Data Chen, C.-R., Shiau, J.-J. H., and Liao, H.-H.,Technical Report.
2003 5 監控多變量製程變異性增加之EWMA管製圖 洪志真、黃立芬,NSC92-2118-M-009-012
2001 5 Estimating Lifetime Distribution from SSADT Data by Nonparametric Regression Shiau, J.-J. H., Chang, S.-C.,Technical Report. NSC 90-2118-M-009-016.
2001 5 應用對稱分位數於製程能力評估之研究 洪志真、陳美雪,技術報告.
2001 5 Process Monitoring for Multivariate Autocorrelated Data Shiau, J.-J. H. and Chiu, H.-Y.,Technical Report.
1998 5 Change-Point Estimation by Local Polynomial Regression Shiau, J.-J. H. and Lin, P.-R.,國科會計畫成果報告. NSC-87-2118-M-009-004
1998 5 Performance Analysis of Clements' Estimators of Process Capability Indices Shiau, J.-J. H. and Chung, H.-T.,Technical Report.
1997 5 A Linear Complementarity Programming Approach to Nonnegativity Constrained Least Squares Regression Problems Shiau, J.-J. H.,NSC-86-2115-M-009-022. Technical Report
1997 5 Change-points Estimation by Local Polynomial Regression Smoothers Shiau, J.-J. H. and Lin, S.-H.,國科會計畫成果報告. NSC-86-2115-M -009-022
1996 5 Change-Points Estimation by Local Linear Regression Smoothing Shiau, J.-J. H., Yeh, P.-H., and Lin, S.-H.,國科會計畫成果報告. NSC-85-2121 -M-009-005
1995 5 Change-points Estimation by Local Linear Regression Smoothers Shiau, J.-J. H. and Yeh, Pai-Hung,國科會計畫成果報告. NSC-84-2115-M-009 -022
1995 5 幾個估計函數斷點位置的樣條方法之比較 洪志真、施依伶,國科會計畫成果報告. NSC-84-2121-M-009-003
1995 5 聚集性缺點發生在積體電路板裝配製程上之研究 洪志真,技術報告.
1992 5 A Methodology for Process Characterization and Improvement in Surface Mount Assembly Ray, R., Lord, H.A., and Shiau, J.-J. H.,Technical Memorandum, AT&T Bell Laboratories
1991 5 An Overview of Design of Experiments Methodologies Shiau, J.-J. H.,Technical Memorandum, AT&T Bell Laboratories
2009 Parallel Random Number Generators Based on Large Order Multiple Recursive Generators Deng*, L.-Y., Shiau, J.-J. H., and Tsai, G.-H.,In Monte Carlo and Quasi-Monte Carlo Methods 2008. Edited by P. L’Ecuyer and A. Owen. Springer-Verlag. 289-296. [This book represents the refereed proceedings of the Eighth International Conference on Monte Carlo (MC) and Quasi-Monte Carlo (QMC) Methods in Scientific Computing, held in Montreal (Canada) in July 2008.] NSC97 -2118-M-009-002-MY2. (Refereed)
2008 Design and Implementation of Efficient and Portable Multiple Recursive Generators with Few Zero Coefficients Deng*, L.-Y., Li, H., Shiau, J.-J. H., and Tsai, G.-H.,In Monte Carlo and Quasi-Monte Carlo Methods 2006. A refereed proceedings edited by S. Heinrich, A. Keller, and H. Niederreiter. Springer-Verlag. 263-273. [This book represents the refereed proceedings of the Seventh International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing, held in Ulm (Germany) in August 2006.] (Refereed)
2007 Empirical Bayes Process Monitoring Techniques Shiau*, J.-J. H. and Feltz, C. J.,In Bayesian Process Monitoring, Control, and Optimization. Edited by Enrique del Castillo and Bianca M. Colosimo. Chapman Hall/CRC Press Inc. 109-138. (Refereed)
Year Project Title Participator Job Title Period Unit
2016 A Study on Functional Canonical Correlation Analysis Jyh-Jen Horng Shiau Principal Investigator 2016.08 ~ 2018.07 Ministry of Science and Technology
2014 Nonparametric Two-dimensional Profile Monitoring Schemes Jyh-Jen Horng Shiau Principal Investigator 2014.08 ~ 2016.10 Ministry of Science and Technology
2012 Distribution-free Profile Monitoring Methods Jyh-Jen Horng Shiau Principal Investigator 2012.08 ~ 2014.07 National Science Council
2010 Nonparametric Profile Monitoring and Fault Diagnosis Jyh-Jen Horng Shiau Principal Investigator 2010.08 ~ 2012.07 National Science Council
2008 Multivariate Process Variation Monitoring Techniques Jyh-Jen Horng Shiau Principal Investigator 2008.08 ~ 2010.07 National Science Council
2006 A Study on SPC Phase I Process Monitoring Jyh-Jen Horng Shiau Principal Investigator 2006.08 ~ 2008.07 National Science Council
2005 Profile Monitoring Techniques Jyh-Jen Horng Shiau Principal Investigator 2005.08 ~ 2006.07 National Science Council
2004 Profile Monitoring by Nonparametric Regression Jyh-Jen Horng Shiau Principal Investigator 2004.08 ~ 2005.07 National Science Council
2003 SPC Methods for Monitoring Process Variability(II) Jyh-Jen Horng Shiau Principal Investigator 2003.08 ~ 2004.07 National Science Council
2002 SPC Methods for Monitoring Process Variability(I) Jyh-Jen Horng Shiau Principal Investigator 2002.08 ~ 2003.07 National Science Council
2001 Degradation Data Analysis by Nonparametric Regression(II) Jyh-Jen Horng Shiau Principal Investigator 2001.08 ~ 2002.07 National Science Council
2000 Degradation Data Analysis by Nonparametric Regression(I) Jyh-Jen Horng Shiau Principal Investigator 2000.08 ~ 2001.07 National Science Council
2000 Estimating Lifetime Distribution from Accelerated Degradation Test Data by Nonparametric Regression Jyh-Jen Horng Shiau Principal Investigator 1999.08 ~ 2000.07 National Science Council
1999 A Nonparametric Regression Method for Analyzing Accelerated Degradation Data Jyh-Jen Horng Shiau Principal Investigator 1998.08 ~ 1999.07 National Science Council
1998 A Unified Approach to the Change-Point Problem via Local Polynomial Regression Jyh-Jen Horng Shiau Principal Investigator 1997.08 ~ 1998.07 National Science Council
1997 Estimating Functions with Discontinuities by Local Polynomial Regression Smoothers Jyh-Jen Horng Shiau Principal Investigator 1996.08 ~ 1997.07 National Science Council
1996 A New Nonparametric Regression Method for Estimating Functions with Discontinuities Jyh-Jen Horng Shiau Principal Investigator 1995.08 ~ 1996.07 National Science Council
1995 Locating the Jumps by Spline Methods in Semiparametric Regression Jyh-Jen Horng Shiau Principal Investigator 1994.08 ~ 1995.07 National Science Council
1994 Estimating and Computing Multivariate Functions with Discontinuities Jyh-Jen Horng Shiau Principal Investigator 1993.08 ~ 1994.07 National Science Council
Country School Name Department Degree Duration
USA University of Wisconsin Statistics Ph. D. 1980.08 ~ 1985.08
USA University of Wisconsin-Madison Computer Science M.S. 1981.08 ~ 1983.06
Taiwan National Taiwan University Mathematics B.S.
USA University of Maryland at Baltimore County Applied Mathematics M.S.
Organization Title Department Job Title Duration
National Chiao Tung University Institute of Statistics Driector 2007.01 ~ 2009.01
National Chiao Tung University Institute of Statistics Professor 2001.01 ~ 2017.01
National Chiao Tung University Institute of Statistics Associate Professor 1992.01 ~ 2001.01
AT&T Bell Laboratories Engineering Research Center Member of Technical Staff 1990.01 ~ 1992.01
National Tsing Hua University Institute of Statistics Associate Professor 1989.01 ~ 1990.01
AT&T Bell Laboratories Engineering Research Center Member of Technical Staff 1988.01 ~ 1989.01
University of Missouri-Columbia Department of Statistics and Department of Computer Science Assistant Professor 1986.01 ~ 1988.01
Southern Methodist University Department of Statistics Assistant Professor 1985.01 ~ 1985.01