Outlier detection in regression and multivariate data, Robust multivariate data analysis, Biased Estimation, Robust Partial Least Squares, Functional Data Analysis

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• Hu,D., Mao, S., Billor, N., and Agrawal, P. (2013) “ Energy Efficiency and Estimation Error in Compressed Sensing ", Ad Hoc Networks, accepted for publication.  

• Lee, S., Shin, H. and Billor, N. (2013) “ M-type Smoothing Spline Estimation for Principal Functions ", Computational Statistics and Data Analysis, accepted for publication.  

• Wittayanukorn, S., Westrick, S. C., Hansen, R. A., Billor, N., Braxton-Lloyd, K., Fox, B., and Garza, K. B. (2013) “ Evaluation of Medication Therapy Management ", Journal of Managed Care Pharmacy, accepted for publication.  

• Perez, J., Grimes, E., Goldstein, J., McComas, D., Valek, P., Angelopoulos, V., Billor, N. (2012) “ Evolution of CIR Storm on 22 July 2009 " , Journal of Geophysical Research-Space Physics, 117, Article Number: A09221 DOI: 10.1029/2012JA017572.  

• Turkmen, A. and Billor, N. (2012) “Partial Least Squares Classification for High Dimensional Data Using the PCOUT Algorithm", Computational Statistics, (DOI) 10.1007/s00180-012-0328-y.  

• Turkmen, A. and Billor, N. (2012) “Influence Function Analysis for the Robust Partial Least Squares (RoPLS) Estimator", Communications in Statistics: Theory and Methods, (DOI) 10.1080/03610926.2011.620213.  

• Sawant, P., Billor, N., and Shin, H. (2012) “Robust Functional Principal Component Analysis: Functional Outlier Detection", Computational Statistics, 27, 1, 83-102.  

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• DRI (Dean's Research Inititatives) grant:
  Title: Outlier Identification by Robust Principal Component Analysis
  Role: PI
  Research Team:
      Project coordinator: Nedret Billor
      Research assistant: Asuman Turkmen
  

• NSF-EPSCOR:(www.stat.auburn.edu/depth)
  Title: Classification Based on Data Depth Ordering
  Role: Co-PI
  Research Team:
      Project Coordinators: Asheber Abebe & Nedret Billor
      Research Assistants: Asuman Turkmen & Sai Nudurapati
  

• NSF-Graduate Teaching Fellows in K-12 Education Program Title: GK-12 Alliance for Research  Experiences for Students (RES) in East-Central Alabama High Schools
  Role:  Senior personel

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Statistics for Engineers and Scientists (STAT3010)
Applied Regression Analysis (STAT4610)
Applied Regression Analysis (STAT7020)
Applied Multivariate Data Analysis (STAT7840)
SAS Programming (STAT5110/6110)

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Pallavi Sawant (Ph.D.)
Melody Denhere (Ph.D.)
Kristin Lilly Seamon (Ph.D.)
Jasdeep Pannu (Ph.D.)
Qian Zhang (MPS)
Jessica Godwin (MS)
Xioli Hu (MPS)
Boyao Zhao (MPS)
Wei Sun (MPS)

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Address:
Department of Mathematics and Statistics
Auburn University, 364C Parker Hall
Auburn, AL 36849-5168, USA

E-Mail:
billone@auburn.edu

Phone and Fax:
Office Phone: (334)-844-3619

Mathematics & Statistics Department Fax: (334)-844-6555
Mathematics & Statistics Department phone: (334) 844-4290

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