Douglas Hawkins

Specialties

• case diagnostics
• chemical industries
• quality control (detection and prevention)
• quality improvement
• chemometrics

Publications

• Cumulative Sum Charts and Charting for Quality Improvement. Hawkins, Douglas, D.H. Olwell, Springer Verlag, 1998.

• Topics in Applied Multivariate Analysis, editor. Cambridge University Press, Hawkins, Douglas, 1982.
• Identification of Outliers: Chapman and Hall, Hawkins, Douglas, 1980.
• The changepoint model for statistical process control: Peihua Qiu, Chang Wook Kang, Hawkins, Douglas, Journal of Quality Technology, 2003.
• Robust Singular Value Decomposition Analysis of Microarray Data: Li Liu, S. Stanley Young, Sujoy Ghosh, Hawkins, Douglas, Proceedings of the National Academy of Sciences, 2003.
• Assessing Model fit by Cross-validation: Subhash Basak, Denise Mills, Hawkins, Douglas, Journal of Chemical Information and Computer Sciences, 2003.
• Self-Starting Multivariate Control Charts for Location and Scale, Maboudou-Tchao, E. M., and Hawkins, D. M., Journal of Quality Technology, 43, 113 – 126 2013
• Deterministic Fallacies and Model Validation: Kraker, J. J., , Hawkins, Douglas, Journal of Chemometrics, 24, 188-193, 2010.
• A Nonparametric Change Point Control Chart: Deng, Q., Hawkins, Douglas, Journal of Quality Technology, 42, 165-173, 2010.
• Smoothed Linear Modeling for Smooth Spectral Data Hawkins, D. M. and Maboudou-Tchao, E. M., International Journal of Spectroscopy, Article ID 604548, 8 pages, 2013. doi:10.1155/2013/604548.

Activities

Awards

• Recipient, IBM Grants, none - none
• Recipient, National Institute for Neurological Disorders and Stoke Grants, none - none
• Semiconductor Research Corporation Competitiveness Foundation Grants, none - none
• National Science Foundation, 1988 - 2005
• Air Force Office of Scientific Research, 1998 - 2004
• Statistics in Chemistry Award, American Statistical Association, 2004 - none
• Statistics in Chemistry Award, American Statistical Association, 1998 - none
• Shewhart Medal, American Society for Quality, 2004 - none
• Outstanding Manuscript Award, Association for the Advancement of Medical Instrumentation, 1998 - none

Courses

• Stat 8801 - Statistical Consulting
• Stat 5031 - Statistical Methods for Quality Improvement