Download dr. yuexiao dong - Penn State Department of Statistics

DR. YUEXIAO DONG
Department of Statistics
Fox School of Business
Temple University
1810 N. 13th Street
Philadelphia, PA 19122
Phone: (1-)215-204-0670
Email: [email protected]
http://astro.temple.edu/ ydong/index.html
Employment¦ Assistant Professor (Tenure Track) in Department of Statistics, Fox School of Business,
Temple University, July 2009 - Present.
Education ¦ Ph.D. in Statistics (2004-2009), Pennsylvania State University.
Ph.D Dissertation: Dimension Reduction for Non-Elliptically Distributed Predictors.
¦ B.S. in Mathematics (2000-2004), Tsinghua University, Beijing, P. R. China.
Grants
¦ National Science Foundation (NSF)
New Developments in Sufficient Dimension Reduction.
DMS-1106577. Sole Investigator: September 2011-August 2014. ($100,000) Status: Awarded.
¦ Young Researcher Scholars Seed Fund
Further Investigation into Customer Focus and its Consequences in a Business Marketing
Context.
Principal Investigator: Neeraj Bharadwaj. ($500) Status: Awarded.
¦ Refereed Journal Publications
Papers &
Manuscripts
1. Dong, Y., Yu, Z., and Sun, Y. A Note on Robust Kernel Inverse Regression. Statistics
and Its Interface, forthcoming.
2. Dong, Y., and Yu, Z. (2012) Dimension Reduction for the Conditional K-th Moment
via Central Solution Space. Journal of Multivariate Analysis.
http://dx.doi.org/10.1016/j.jmva.2012.06.001
3. Dong, Y., and Zhu, L. P. (2011) A Note on Sliced Inverse Regression with Missing
Predictors. Statistical Analysis and Data Mining 5 128–138.
4. Dong, Y., and Li, B. (2010) Dimension Reduction for Non-Elliptically Distributed
Predictors: Second-Order Methods. Biometrika 97(2) 279–294.
5. Dong, Y., and Zhu, L. P. (2010) Discussion of “Envelope Models for Parsimonious
and Efficient Multivariate Linear Regression”. Statistica Sinica 20(3) 993–995.
6. Yu, Z., Dong, Y., and Fang, Y. (2010) Marginal Coordinate Tests for Central Mean
Subspace with Principal Hessian Directions. Chinese Journal of Applied Probability
and Statistics 26(5) 544–552.
7. Li, B., and Dong, Y. (2009) Dimension Reduction for Non-Elliptically Distributed
Predictors. Annals of Statistics 37 1272–1298.
¦ Journal Publications Under Review
1. Yu, Z., Dong, Y., and Guo, R. On Determining the Structural Dimension via Directional Regression.
Status: under second revision.
2. Zhu, L. P., Dong, Y., and Li, R. Semi-Parametric Estimation of Conditional Heteroscedasticity via Single-Index Modeling.
Status: under second revision.
DR. YUEXIAO DONG
3. Dong, Y., Yu, Z., and Zhu, L. P. Robustified Inverse Regression.
Status: revision to be sumbitted.
4. Yu, Z., Dong, Y., and Huang, M. Directional Regression Revisited.
Status: submitted.
¦ Inter-Disciplinary Research
1. Bharadwaj, N., and Dong, Y. Does Customer Demandingness Moderate the Customer Focus-Customer Value Relationship? A Disaggregated Assessment Utilizing the
Respective Facets of Hearing the Voice of the Customer.
Status: under second revision at Journal of Product Innovation Management.
2. Dong, Y., and Bharadwaj, N. Sufficient Dimension Reduction in Data-Rich Marketing
Research.
Status: in preparation.
¦ Non-Refereed Proceeding Publications
1. Dong, Y. and Yu, Z. (2010) Estimating the Central Kth Moment Space via an Extension of Ordinary Least Squares. 2010 JSM Proceedings.
2. Li, B., and Dong, Y. (2009) Central solution space for dimension reduction. 2009
JSM Proceedings.
¦ Monograph
1. Sufficient Dimension Reduction for the Conditional K-th Moment: A New Approach
through Central Solution Space. Dong, Y. (2009) VDM Verlag. ISBN-13: 9783639220827.
Conference ¦ Presentations At Professional Conferences and Meetings
& Presen¦ August, 2012. Joint Statistical Meetings, San Diego, California. Sufficient Dimension
tations
Reduction in Data-Rich Marketing Research.
¦ December, 2011. Workshop on Information Systems Economics (WISE), Shanghai, P.
R. China. Open Evaluation for Open Innovation: Collective Intelligence Aggregated by
Prediction Market Mechanism.
Presented by Yang Yang, a Ph.D. student from Management Information Systems.
¦ November, 2011. INFORMS Annual Meeting, Charlotte, North Carolina. Robustified
Inverse Regression.
¦ August, 2011. Joint Statistical Meetings, Miami, Florida. Applying new developments
in dimension reduction techniques in statistics to data-rich marketing research.
¦ July, 2011. IMS-China International Conference on Statistics and Probability, Xi’an,
P. R. China. Robustified inverse regression.
¦ June, 2011. ICSA 2011 Applied Statistics Symposium, New York City. A note on
sliced inverse regression with missing predictors.
¦ December, 2010. International Workshop on Emerging Issues and Challenges to Statistics, Xiamen, P. R. China. An iterative algorithm for dimension reduction with nonelliptically distributed predictors.
¦ August, 2010. Joint Statistical Meetings, Vancouver, Canada. An iterative algorithm
for dimension reduction.
¦ July, 2010. The Thirteenth Meeting of New Researchers in Statistics and Probability,
Vancouver, Canada. An iterative algorithm for dimension reduction.
¦ May, 2010. Conference on Nonparametric Statistics and Statistical Learning, Ohio
State University, Columbus. Dimension reduction for the conditional K-th moment
via central solution space.
DR. YUEXIAO DONG
¦ March, 2010. Eastern North American Region/International Biometric Society Meeting, New Orleans. Dimension reduction for the conditional K-th moment via central
solution space.
¦ August, 2009. Joint Statistical Meetings, Washington D.C. Central solution space for
dimension reduction.
¦ March, 2009. Eastern North American Region/International Biometric Society Meeting, San Antonio. Central solution space for dimension reduction.
¦ Presentations At Departmental Colloquia
¦ October, 2012. Department of Mathematics and Statistics, University of Maryland
Baltimore County, Baltimore, MD. TBD.
¦ April, 2012. Department of Statistics, George Mason University, Fairfax, VA. Directional Regression Revisited.
¦ December, 2011. Department of Mathematical Sciences, Michigan Technological University, Houghton, MI. Robustified Inverse Regression.
¦ July, 2011. School of Finance and Statistics, East China Normal University, Shanghai,
P. R. China. New developments in sufficient dimension reduction.
¦ January, 2009. Department of Statistics, Temple University, Philadelphia, PA. Dimension reduction for non-elliptically distributed predictors.
¦ December, 2008. Department of Mathematics, University of New Orleans, New Orleans, LA. Dimension reduction for non-elliptically distributed predictors.
¦ Temple University, August 2009-Present.
Teaching
Experience
Undergraduate Courses Taught:
Stat 3503, Linear Regression & Time Series, Spring 2012, CATE Q8 score: 4.8/5.0
Stat 2512, Intermediate Business Statistics, Fall 2011, CATE Q8 score: 5.0/5.0
Stat 2103, Business Statistics, Spring 2011, CATE Q8 score: 3.6/5.0
Stat 3503, Linear Regression & Time Series, Spring 2010, CATE Q8 score: 4.4/5.0
Stat 2102, Selected Topics in Statistics, Fall 2009, CATE Q8 score: 4.3/5.0
Graduate Courses Taught:
Stat 8109, Linear Regression & Time Series, Spring 2012, CATE Q8 score: 5.0/5.0
Stat 8108, Applied Multivariate Analysis, Fall 2011, CATE Q8 score: 4.9/5.0
Stat 8002, Probability Theory II, Spring 2011, CATE Q8 score: 3.9/5.0
Stat 8001, Probability Theory I, Fall 2010, CATE Q8 score: 3.8/5.0
Stat 8108, Applied Multivariate Analysis, Fall 2010, CATE Q8 score: 4.8/5.0
Stat 8109, Linear Regression & Time Series, Spring 2010, CATE Q8 score: 5.0/5.0
Stat 8108, Applied Multivariate Analysis, Fall 2009, CATE Q8 score: 4.1/5.0
Workshop Taught:
Math Bootcamp for incoming Ph.D. Students, Summer 2012.
Math Bootcamp for incoming Ph.D. Students, Summer 2010.
SAS Workshop for incoming Ph.D. Students, Spring/Summer 2010.
¦ Pennsylvania State University, January 2008-May 2008.
Courses Taught: Elementary Probability; Mathematical Statistics.
Dissertation¦ Bhramori Banerjee, Ph.D. candidate, Multiple Testing in the Presence of Correlations. ComCommittees mittee member, July 2010 to present.
¦ Alicia Strandberg, Ph.D. candidate, A Nonparametric Test for Deviation from Randomness with Applications to Stock Markdet Index Data. Committee member, August 2010 to
present.
DR. YUEXIAO DONG
¦ Ibrahim Turkoz, Ph.D. candidate, Application of Bayesian Analysis in Time to Event Data
in Clinical Trials. Committee member, September 2010 to present.
¦ Yang Yang, Ph.D. (MIS, graduated in Fall 2011) Open Innovation Contests in Online Markets: Idea Generation and Idea Evaluation with Collective Intelligence. Committee member,
September 2010 to December 2011.
¦ Li He, Ph.D. (graduated in Summer 2011) Incorporating Correlations to Improve Multiple
Testing Procedures Controlling False Discoveries. Committee member, January 2010 to
May 2011.
¦ Shuo Zheng, Ph.D. (graduated in Spring 2011) New Hierarchical Nonlinear Modeling for
Count Data: Estimation and Testing in the Presence of Overdispersion. Committee member, November 2009 to May 2011.
Thesis
¦ Yizhi Sun, Bachelor of Statistics (graduated in Summer 2010). Robust Sliced Inverse
Committees Regression. Committee chair, January 2010 to May 2010.
¦ Xiaoran Zhang, Bachelor of Accounting (graduated in Summer 2010). An Attempt to
Estimate Life Expectancy in Life Tables. Committee member, January 2010 to May 2010.
Services
¦ Department Service
1.
2.
3.
4.
Search Committee, August 2010-Present;
Graduate Affairs Committee, August 2009-Present;
Department Seminar Organizer, August 2011-May 2012;
Personnel Committee, Fall 2009, Fall 2010.
¦ School Service
1.
2.
3.
4.
MBA/MS Planning Committee, December 2011-Present;
Center for Statistical Analysis Executive Committee, August 2011-Present;
Merit Committee, Fall 2010, Fall 2011;
Doctoral Program Committee, August 2010-Present.
¦ Profession Service
Reviewer for a total of 20 journals: Annals of Statistics (JVC A list), Journal of the American Statistical Association (JVC A list), Journal of Multivariate Analysis (JVC A- list),
Computational Statistics and Data Analysis (JVC A- list), Journal of Machine Learning
Research, Statistica Sinica, Sankhya, Science China Mathematics, Statistics in Biopharmaceutical Research, Statistics and Probability Letters, Statistics and Its Interface, Communications in Statistics, Statistical Analysis and Data Mining, Journal of Nonparametric
Statistics, Journal of Statistical Computation and Simulation, Statistical Methodology, Survey Methodology, Wiley Interdisciplinary Reviews: Computational Statistics, Astrophysical
Journal, Journal of Economics and Business.
Honors &
Awards
¦ Pass with distinction for Ph.D. candidacy test, Department of Statistics, Pennsylvania
State University, 2006.
¦ Eberly College of Science Fellowship Award, Pennsylvania State University, 20042005.
Membership ¦ Institute of Mathematical Statistics.
¦ American Statistical Association.
¦ International Chinese Statistical Association.
Industry
¦ Research Intern at Lubrizol, Statistics & Intelligent Systems Group, Summer 2007.
Working
¦ Research Intern at FDA, Division of Biometrics I of CDER, Summer 2006.
Experience
Student Consultant at Statistical Consulting Center, Pennsylvania State University, 2005.