Douglas M. Hawkins

Publication Activity (10 Years)

Years Active: 2001-2017
Publications (10 Years): 1

Top Topics

Virtual Laboratory

Top Venues

Comput. Stat. Data Anal.

Publications

Fred Lombard, Douglas M. Hawkins, Cornelis J. Potgieter
Sequential rank CUSUM charts for angular data. Comput. Stat. Data Anal. 105 (2017)
K. D. Zamba, Panagiotis Tsiamyrtzis, Douglas M. Hawkins
A three-state recursive sequential Bayesian algorithm for biosurveillance. Comput. Stat. Data Anal. 58 (2013)
Jacqueline M. Hughes-Oliver, Atina D. Brooks, William J. Welch, Morteza G. Khaledi, Douglas M. Hawkins, S. Stanley Young, Kirtesh Patil, Gary W. Howell, Raymond T. Ng, Moody T. Chu
ChemModLab: A Web-Based Cheminformatics Modeling Laboratory. Silico Biol. 11 (1-2) (2012)
Panagiotis Tsiamyrtzis, Douglas M. Hawkins
Bayesian Startup Phase Mean Monitoring of an Autocorrelated Process That Is Subject to Random Sized Jumps. Technometrics 52 (4) (2010)
Douglas M. Hawkins, Dost Muhammad Khan
A procedure for robust fitting in nonlinear regression. Comput. Stat. Data Anal. 53 (12) (2009)
Subhash C. Basak, Denise R. Mills, Douglas M. Hawkins
Predicting allergic contact dermatitis: a hierarchical structure-activity relationship (SAR) approach to chemical classification using topological and quantum chemical descriptors. J. Comput. Aided Mol. Des. 22 (6-7) (2008)
Panagiotis Tsiamyrtzis, Douglas M. Hawkins
A Bayesian EWMA method to detect jumps at the start-up phase of a process. Qual. Reliab. Eng. Int. 24 (6) (2008)
Douglas M. Hawkins, Edgard M. Maboudou-Tchao
Multivariate Exponentially Weighted Moving Covariance Matrix. Technometrics 50 (2) (2008)
Douglas M. Hawkins, Edgard M. Maboudou-Tchao
Self-Starting Multivariate Exponentially Weighted Moving Average Control Charting. Technometrics 49 (2) (2007)
Mahmoud A. Mahmoud, Peter A. Parker, William H. Woodall, Douglas M. Hawkins
A change point method for linear profile data. Qual. Reliab. Eng. Int. 23 (2) (2007)
Paul Fogel, S. Stanley Young, Douglas M. Hawkins, Nathalie Ledirac
Inferential, robust non-negative matrix factorization analysis of microarray data. Bioinform. 23 (1) (2007)
Sreekumar V. Kodakara, Jinpyo Kim, David J. Lilja, Douglas M. Hawkins, Wei-Chung Hsu, Pen-Chung Yew
CIM: A Reliable Metric for Evaluating Program Phase Classifications. IEEE Comput. Archit. Lett. 6 (1) (2007)
Joshua J. Yi, Resit Sendag, David J. Lilja, Douglas M. Hawkins
Speed versus Accuracy Trade-Offs in Microarchitectural Simulations. IEEE Trans. Computers 56 (11) (2007)
Douglas M. Hawkins, Subhash C. Basak, Jessica J. Kraker, Kevin T. Geiss, Frank A. Witzmann
Combining Chemodescriptors and Biodescriptors in Quantitative Structure-Activity Relationship Modeling. J. Chem. Inf. Model. 46 (1) (2006)
K. D. Zamba, Douglas M. Hawkins
A Multivariate Change-Point Model for Statistical Process Control. Technometrics 48 (4) (2006)
Subhash C. Basak, Ramanathan Natarajan, Denise R. Mills, Douglas M. Hawkins, Jessica J. Kraker
Larvae, with a Discussion of Descriptor-Thinning Methods. J. Chem. Inf. Model. 46 (1) (2006)
David J. Olive, Douglas M. Hawkins
Variable Selection for 1D Regression Models. Technometrics 47 (1) (2005)
Panagiotis Tsiamyrtzis, Douglas M. Hawkins
A Bayesian Scheme to Detect Changes in the Mean of a Short-Run Process. Technometrics 47 (4) (2005)
Joshua J. Yi, David J. Lilja, Douglas M. Hawkins
Improving Computer Architecture Simulation Methodology by Adding Statistical Rigor. IEEE Trans. Computers 54 (11) (2005)
Douglas M. Hawkins, K. D. Zamba
Statistical Process Control for Shifts in Mean or Variance Using a Changepoint Formulation. Technometrics 47 (2) (2005)
Joshua J. Yi, Sreekumar V. Kodakara, Resit Sendag, David J. Lilja, Douglas M. Hawkins
Characterizing and Comparing Prevailing Simulation Techniques. HPCA (2005)
Douglas M. Hawkins
The Problem of Overfitting. J. Chem. Inf. Model. 44 (1) (2004)
Douglas M. Hawkins
Discussion. Technometrics 45 (1) (2003)
Joshua J. Yi, David J. Lilja, Douglas M. Hawkins
A Statistically Rigorous Approach for Improving Simulation Methodology. HPCA (2003)
Douglas M. Hawkins, Subhash C. Basak, Denise R. Mills
Assessing Model Fit by Cross-Validation. J. Chem. Inf. Comput. Sci. 43 (2) (2003)
Blythe Durbin, Johanna S. Hardin, Douglas M. Hawkins, David M. Rocke
A variance-stabilizing transformation for gene-expression microarray data. ISMB (2002)
Douglas M. Hawkins, Subhash C. Basak, Xiaofang Shi
QSAR with Few Compounds and Many Features. J. Chem. Inf. Comput. Sci. 41 (3) (2001)