CURRICULUM VITA Dennis K.J. Lin Professor, Department of Statistics The Pennsylvania State University 317 Thomas Building, University Park, PA 16802-2111 (814) 865-0377 (phone), (814) 863-7114 (fax), [email protected] (e-mail) EDUCATION Ph.D. December, 1988 Statistics University of Wisconsin-Madison, USA (Minor in Computer Science) B.S. June, 1981 Mathematics National Tsing-Hua University, Taiwan, ROC EMPLOYMENT 8/09 to present Professor Department of Statistics, Penn State University 1/05 to 12/09 University Distinguished Professor of Supply Chain & Statistics, Penn State University 01/02 to 12/04 Professor Department of Supply Chain & Information Systems 7/98 to 12/02 Professor Department of Management Sciences & Information Systems 7/98 to present Adjunct Professor Department of Statistics and Department of Industrial & Manufacturing Engineering, Penn State University 7/95 to 6/98 Associate Professor, Tenured MS&IS, Penn State University 8/93 to 6/95 Associate Professor, Tenured University of Tennessee at Knoxville 8/93 to 8/94 Visiting Scientist IBM Watson Research Center 7/89 to 7/93 Assistant Professor University of Tennessee at Knoxville 1/89 to 6/89 Postdoctoral Research Fellow University of Toronto PROFESSIONAL SOCIETIES American Statistical Association (Elected Fellow). International Statistical Institute (Elected Member). American Society for Quality (Elected Fellow). Institute of Mathematical Statistics (Elected Fellow). The Royal Statistical Society (Elected Fellow). International Society for Business and Industry Statistics (ISBIS, Founding Member) Chung-Hua Data Mining Society (Founding Member). International Chinese Statistical Association (lifetime member). Chinese Statistical Association, Taipei (lifetime member). New York Academy of Science (ex-Member). INstitute For Operations Research and the Management Sciences (INFORMS, ex-member). RESEARCH INTERESTS Design of Experiments, Quality Assurance, Response Surface Methodology, Supply Chain Management, Information Technology and Data Mining, RFID, Statistical Inference. 1 SELECTIVE (YEARLY) PUBLICATIONS A total of near 200 papers are listed at the end. All can be downloaded at the website http://www.personal.psu.edu/users/j/x/jxz203/lin/Lin_pub/ (1) Tang, Y., Xu, H.Q. and Lin, Dennis K.J. (2012) “Uniform Fractional Factorial Designs,” Annals of Statistics, 40, 891-907. (2) Ying, W., Zhao Z.B. and Lin, Dennis K.J. (2012) “A General Class of Nonparametric L-1 Regression with Its Application to Profile Control Charts,” Annals of Applied Statistics, 6, 409-427. (3) Sun, F.S., Liu, M.Q. and Lin, Dennis K.J. (2011) “On Construction of Optimal Mixed-Level Supersaturated Designs,” Annals of Statistics, 39, 1310-1333. (4) Coetzer, R.L.J., Engelbrecht, J.P., Crause, J.C. and Lin, Dennis K.J. (2010) “Statistical Robustness Study for Kinetic Models,” Industrial & Engineering Chemical Research, 49, 2932—2942. (5) Sun, F.S., Liu, M.Q. and Lin, Dennis K.J. (2009) “Construction of Orthogonal Latin Hypercube Designs,” Biometrika, 96, 971-974. (6) Huang, Z. and Lin, Dennis K.J. “The Time Series Link Prediction Problem with Applications in Email Surveillance,” INFORMS Journal on Computing, 21, 286-303. (7) Coetzer, R.L.J., Rossouw, R.F. and Lin, Dennis K.J. （2008）“Dual Response Surface Optimization with Hard-to-Change Variable for Sustainable Gasifier performance,” Journal of Royal Statistical Society, Sec.C., 57, 567-587. (8) Huang, C.M., Lee, Y.J., Lin, Dennis K.J. and Huang S.Y. (2007) “Model Selection for Support Vector Machines via Uniform Design,” Computational Statistics and Data Analysis, 52, 335-346. <Most Citation Award given in Year 2012> (9) Mcdermott, J. and Lin, Dennis K.J. (2007) “Multivariate Density Estimation for Massive Datasets via Sequential Convex Hull Peeling,” IIE Transaction in Quality and Reliability, 39, 581-591. (10) Steinberg, David M. and Lin, Dennis K.J. (2006) “A Construction Method for Orthogonal Latin Hypercube Designs,” Biometrika, 93, 279-288 (Amendments on p.1025). (11) Xu, K., Lin, Dennis K.J., Tang, L.C. and Xie, M. (2004) “Multiresponse Systems Optimization Using the Goal Attainment Approach,” IIE Transaction, Quality and Reliability Engineering, 36, 433-445. (12) Li, W.W. and Lin, Dennis K.J. (2003), “Optimal Foldover Two-Level Fractional Factorial Designs,” Technometrics, 45, 142-149. (13) Liechty, J., Lin, Dennis K.J., and Mcdermott, J. (2003), “Single-Pass Low-Storage Arbitrary Quantile Estimation for Massive Datasets,” Statistics & Computing, 13, 91-100. (14) Beattie, Scott D., Fong, Duncan K.H. and Lin, Dennis K.J. (2002) “A Two-Stage Model Selection Strategy for Supersaturated Designs,” Technometrics, 44, 55-63. (15) McGrath, Richard N. and Dennis K.J. Lin, (2001) “Testing Multiple Dispersion Effects in Unreplicated Fractional Factorial Designs,” Technometrics, 43, 406-414. (16) Fang, K.T., Lin, D.K.J., Winker, Peter and Zhang, Y (2000) “Uniform Design: Theory and Application,” Technometrics, 42, 237-248. (17) Kim, Kwang-Jae and Lin, Dennis K.J. (2000) “Simultaneous Optimization of Mechanical Properties of Steel by Maximizing Exponential Desirability Functions,” Journal of Royal Statistical Society, Ser. C (Applied Statistics), 49, 311-325. (18) Deng, L.Y., Lin, Dennis K.J. and Wang, J.N. (1999) “On Resolution Rank Criterion for Supersaturated Design,” Statistica Sinica, 9, 605-610. (19) Westfall, Peter H., Young, S. Stanley and Lin, Dennis K.J. (1998) “Forward Selection 2 Error Control in the Analysis of Supersaturated Designs,” Statistica Sinica, 8, 101-117. (20) Deng, L.Y., Lin, Dennis K.J., Wang, J.N. and Yuan, Y. (1997) “Statistical Justification to the Combination Generators” Statistica Sinica, 7, 993-1003. (21) Lin, Dennis K.J., Usher, J.S. and Guess, F.M. (1996) “Bayesian Estimation of Component-Reliability from Masked System-Life Data,” IEEE Transactions on Reliability, 45, 233-237. (22) Lin, Dennis K.J. (1995) “Generating Systematic Supersaturated Designs,” Technometrics, 37, 213-225. (23) Lin, Dennis K.J. (1994) “Making Full Use of Taguchi’s Orthogonal Arrays,” Quality and Reliability Engineering, International, 10, 117-121. (24) Lin, Dennis K.J. (1993) “A New Class of Supersaturated Designs,” Technometrics, 35, 28-31. (25) Lin, Dennis K.J. (1993) “Another Look at First-order Saturated Designs: the p-efficient Designs,” Technometrics, 35, 284-292. (26) Lin, Dennis K.J. and Draper, N.R. (1992) “Projection Properties of Plackett and Burman Designs,” Technometrics, 34, 423-428. (27) Draper, N.R. and Lin, Dennis K.J. (1990) “Small Response Surface Designs,” Technometrics, 32, 187-194. SELECTIVE INVITED LECTURES: (A detailed of near 300 presentations are given at the end…here are some selective ones.) (1) “BIG Statistics,” 2011 Loutit Address, Statistical Society of Canada (June, 2011). (2) “BIG Statistics,” 2011 Joint Seminar of Clemson-UGA (Clemson, SC; April, 2011). (3) “Youden Square to George Box to Latin Hypercube,” The 2010 Youden Address at Fall Technical Conference (Birmingham, AL; October, 2010). (4) “Recent Advances in Computer Experiment,” The 50th Anniversary of Department of Statistics, University of Wisconsin (June, 2010). (5) “Computer Experiment: Recent Developments,” The 2009 Taipei Conference on Statistics & Probability (National Taipei University). (6) “Process Mining and RFID,” IEEE-IEEM Keynote Speech, Singapore (2008). (7) “Recent Advances in Design of Experiments,” Keynote speech, South African Statistical Association (SASA) Conference, University of Stellenbosch (South Africa, 2006). (8) “Supersaturated Design: A Review and Some Potential Research,” DEMA2006 (Designed Experiments: Recent Advances in Methods and Applications), University of Southampton (United Kingdom, 2006). (9) “Recent Advances in Industrial Statistics,” Distinguished Lecture Series, Mathematics Research Center, Zhejiang University (Hangzhow, China, 2005). (10) “Response Surface Methodology: 50 Years Later,” Distinguished Lecture Series, Number 8, Institute of Statistical Sciences, Academia Sinica (Taipei, 2004). (11) “Ridge Trace Analysis for Multiple Response Surface,” 2003 Experimental Design Workshop at Taipei (December, 2003) (12) “Supersaturated Design: The Past Decade and The Future,” 2002 Taipei International Statistical Symposium (August, 2002). (13) “Design of Experiment, Uniformity and Data Mining,” International Conference on Design of Experiments: Recent Trends and Future Directions, University of Delhi (Delhi, India, December, 2001) (14) “Supersaturated Design,” One Day Workshop in Honor of Dennis Lin, hosted by Hyundai Motor Company and Korea Statistical Society (Seoul, February, 2001). 3 (15) “Recent Advances in Uniform Design,” Invited Keynote speaker in R.C. Bose Memorial Session, International Triennial Calcutta Symposium (Calcutta, India, December, 2000). (16) “Statistical Data Mining,” A Two-Day Workshop at National Cheng Chi University, Taiwan (June, 2000). (17) “What’s Statistics All About,” A TV presentation at Korea Open University, Seoul, Korea (June, 2000). (18) “Design of Experiment: A Historical Perspective,” Invited Keynote Speech, Uniform Design Conference, Hong Kong (October, 1999). (19) “Simultaneously Optimizing Several Response Surfaces: A Fuzzy Modeling Approach,” Q&P Invited Paper, Joint Statistical Meetings, ASA, Baltimore, MD (August, 1999). (20) “Modern Quality Engineering for Government Budgeting,” Annual Meeting on Budget, Accounting and Statistics, Directorate-General of Budget, Accounting and Statistics, Taiwan Province (May, 1998). (21) “Modern Quality Engineering,” LG Micor