Douglas M. Hawkins

Douglas M. Hawkins, David J. Lilja, Joshua J. Yi, 2003, The Ninth International Symposium on High-Performance Computer Architecture, 2003. HPCA-9 2003. Proceedings..

Quality Loss Functions for Optimization across Multiple Response Surfaces

Douglas M. Hawkins, Stephen Macdonald, Allan E. Ames, 1997 .

Change‐Point Methods

Douglas M. Hawkins, Peihua Qiu, Kokou D. Zamba, 2008 .

Use of multivariate statistical methods in data-base maintenance

Douglas M. Hawkins, Desmond S. Kew, 1974 .

1 FIRM : Formal Inference-based Recursive Modeling Overview

Douglas M. Hawkins, 2004 .

Deterministic fallacies and model validation

Douglas M. Hawkins, Jessica J. Kraker, D. Hawkins, 2010 .

Multivariate Exponentially Weighted Moving Covariance Matrix

Douglas M. Hawkins, Edgard M. Maboudou-Tchao, D. Hawkins, 2008, Technometrics.

A Bayesian Approach to Statistical Process Control

Douglas M. Hawkins, Panagiotis Tsiamyrtzis, D. Hawkins, 2006 .

Bayesian statistical process control for Phase I count type data

Douglas M. Hawkins, Panagiotis Tsiamyrtzis, D. Hawkins, 2018, Applied Stochastic Models in Business and Industry.

A general variance model in methods comparison

Douglas M. Hawkins, 2013 .

Predicting allergic contact dermatitis: a hierarchical structure–activity relationship (SAR) approach to chemical classification using topological and quantum chemical descriptors

Douglas M. Hawkins, Subhash C. Basak, Denise R. Mills, 2008, J. Comput. Aided Mol. Des..

A variance-stabilizing transformation for gene-expression microarray data

Douglas M. Hawkins, David M. Rocke, Johanna S. Hardin, 2002, ISMB.

A REVIEW OF SEVERAL METHODS OF SEGMENTATION

Douglas M. Hawkins, J. A. ten Krooden, 1979 .

Process control and statistical inference

Douglas M. Hawkins, Stephen V. Crowder, Emmanuel Yashchin, 1997 .

Improving computer architecture simulation methodology by adding statistical rigor

Douglas M. Hawkins, David J. Lilja, Joshua J. Yi, 2005, IEEE Transactions on Computers.

A Sequential Bayesian Control Model for Influenza-Like Illnesses and Early Detection of Intentional Outbreaks

Douglas M. Hawkins, K. D. Zamba, Panagiotis Tsiamyrtzis, 2008 .

Multidimensional response surfaces in the characterization, comparison and optimization of membranes

Douglas M. Hawkins, L. P. Fatti, P. F. Fuls, 1987 .

Lognormal—de Wijsian Geostatistics for Ore Evaluation. by D. G. Krige, 1978, 50 pages. South African Institute of Mining and Metallurgy Monograph Series: Geostatistics 1. Cost R16 (approx. US $18-40)

Douglas M. Hawkins, D. Hawkins, 1979 .

On Small Shifts in Quality Control

Douglas M. Hawkins, K. D. Zamba, D. Hawkins, 2003 .

Empirical optimization of imaging processes by use of designed experiments and quality loss functions

Douglas M. Hawkins, Allan E. Ames, Neil Mattucci, 1999 .

The CUSUM and the EWMA Head-to-Head

Douglas M. Hawkins, Qifan Wu, D. Hawkins, 2014 .

Quantitative Structure-Activity Relationship Modeling of Juvenile Hormone Mimetic Compounds for Culex Pipiens Larvae, with a Discussion of Descriptor-Thinning Methods

Douglas M. Hawkins, Subhash C. Basak, Ramanathan Natarajan, 2006, J. Chem. Inf. Model..

Comment on “SPHINX—a program to fit the spherical and exponential models to experimental semivariograms”

Douglas M. Hawkins, D. Hawkins, 1986 .

Plackett–Burman technique for sensitivity analysis of many-parametered models

Douglas M. Hawkins, Diane L. Beres, 2001 .

Characterizing and comparing prevailing simulation techniques

Douglas M. Hawkins, David J. Lilja, Resit Sendag, 2005, 11th International Symposium on High-Performance Computer Architecture.

A procedure for robust fitting in nonlinear regression

Douglas M. Hawkins, Dost Muhammad Khan, Dost Muhammad Khan, 2009, Comput. Stat. Data Anal..

A Bayesian Approach to Statistical Process Control

Douglas M. Hawkins, Panagiotis Tsiamyrtzis, D. Hawkins, 2006 .

CIM: A Reliable Metric for Evaluating Program Phase Classifications

Douglas M. Hawkins, David J. Lilja, Wei-Chung Hsu, 2007, IEEE Computer Architecture Letters.

Nonparametric Cusum Charts for Angular Data with Applications in Health Science and Astrophysics

Douglas M. Hawkins, F. Lombard, Cornelis Potgieter, 2017 .

Statistical Process Control, Bayesian

Douglas M. Hawkins, Panagiotis Tsiamyrtzis, 2008 .

Sequential rank CUSUM charts for angular data

Douglas M. Hawkins, Cornelis J. Potgieter, Fred Lombard, 2017, Comput. Stat. Data Anal..

Assessing Model Fit by Cross-Validation

Douglas M. Hawkins, Subhash C. Basak, Denise R. Mills, 2003, J. Chem. Inf. Comput. Sci..

Self-Starting Multivariate Exponentially Weighted Moving Average Control Charting

Douglas M. Hawkins, Edgard M. Maboudou-Tchao, D. Hawkins, 2007, Technometrics.

A Control Chart Based on A Nonparametric Multivariate Change-Point Model

Douglas M. Hawkins, Mark D. Holland, 2014 .

Robust kriging—A proposal

Douglas M. Hawkins, Noel A Cressie, 1984 .

A Nonparametric Change-Point Control Chart

Douglas M. Hawkins, Qiqi Deng, D. Hawkins, 2010 .

Put-P-In Diagnostics for Time Series’, - Discussion of ‘Leave- K-Out Diagnostics For Time Series

Douglas M. Hawkins, D. Hawkins, 1989 .

Unseen space weather also relates to cardiac events

Douglas M. Hawkins, R. B. Singh, Yuji Kumagai, 2008 .

Bayesian Startup Phase Mean Monitoring of an Autocorrelated Process That Is Subject to Random Sized Jumps

Douglas M. Hawkins, Panagiotis Tsiamyrtzis, D. Hawkins, 2010, Technometrics.

A three-state recursive sequential Bayesian algorithm for biosurveillance

Douglas M. Hawkins, K. D. Zamba, Panagiotis Tsiamyrtzis, 2013, Comput. Stat. Data Anal..

QSAR with Few Compounds and Many Features

Douglas M. Hawkins, Subhash C. Basak, Xiaofang Shi, 2001, J. Chem. Inf. Comput. Sci..

Topics in Applied Multivariate Analysis

Douglas M. Hawkins, 1982 .

A general approach to outlier testing for the exponential family

Douglas M. Hawkins, D. Hawkins, 1976 .

Mathematical Methods for Digital Computers

Douglas M. Hawkins, Anthony Ralston, Herbert S. Wilf, 1970 .

Change-point Methods in Statistical Process Control†

Douglas M. Hawkins, Peihua Qiu, Kokou D. Zamba, 2014 .

Aperiodic response time distributions in queues with deadline guarantees for periodic tasks

Douglas M. Hawkins, Pamela Anne Binns, 2000 .

The Detection of Errors in Multivariate Data Using Principal Components

Douglas M. Hawkins, D. Hawkins, 1974 .

CUMULATIVE SUM CONTROL CHARTING: AN UNDERUTILIZED SPC TOOL

Douglas M. Hawkins, 1993 .

ChemModLab: A Web-Based Cheminformatics Modeling Laboratory

Douglas M. Hawkins, Raymond T. Ng, Moody T. Chu, 2012, Silico Biol..

Interactive LISREL : user's guide

Douglas M. Hawkins, Mathilda du Toit, Stephen H. C. du Toit, 2001 .

The Detection of Errors in Multivariate Data

Douglas M. Hawkins, D. Hawkins, 2016 .

A Bayesian EWMA method to detect jumps at the start‐up phase of a process

Douglas M. Hawkins, Panagiotis Tsiamyrtzis, D. Hawkins, 2008, Qual. Reliab. Eng. Int..

Theoretical foundations of the CUSUM

Douglas M. Hawkins, David H. Olwell, 1998 .

A General Multivariate Exponentially Weighted Moving-Average Control Chart

Douglas M. Hawkins, Sungwoon Choi, Sanghoon Lee, 2007 .

Speed versus Accuracy Trade-Offs in Microarchitectural Simulations

Douglas M. Hawkins, David J. Lilja, Resit Sendag, 2007, IEEE Transactions on Computers.

A Multivariate Change-Point Model for Statistical Process Control

Douglas M. Hawkins, K. D. Zamba, K. Zamba, 2006, Technometrics.

Inferential, robust non-negative matrix factorization analysis of microarray data

Douglas M. Hawkins, S. Stanley Young, Paul Fogel, 2007, Bioinform..

NIERMANN, S. (2005), "OPTIMIZING THE ORDERING OF TABLES WITH EVOLUTIONARY COMPUTATION," THE AMERICAN STATISTICIAN, 59, 41-46: COMMENT BY YOUNG, LIU, AND HAWKINS AND REPLY

Douglas M. Hawkins, S. Stanley Young, D. Hawkins, 2005 .

Using Recursive Partitioning to Analyze a Large Sar Data Set

Douglas M. Hawkins, S. S. Young, D. Hawkins, 1998 .

High-Breakdown Linear Discriminant Analysis

Douglas M. Hawkins, Geoffrey J. McLachlan, G. McLachlan, 1997 .

On the Choice of Segments in Piecewise Approximation

Douglas M. Hawkins, D. Hawkins, 1972 .

The feasible set algorithm for least median of squares regression

Douglas M. Hawkins, D. Hawkins, 1993 .

Rejecton of a Single OutIier in Two- or Three-Way Layouts

Douglas M. Hawkins, J. Galpin, J. S. Galpin, 1981 .

Outliers Everywhere’, - discussion of ‘Unmasking Multivariate Outliers and Leverage Points

Douglas M. Hawkins, R. D. Cook, R. Cook, 1990 .

Self-Starting Multivariate Control Charts for Location and Scale

Douglas M. Hawkins, Edgard M. Maboudou-Tchao, D. Hawkins, 2011 .

Convergence of the feasible solution algorithm for least median of squares regression

Douglas M. Hawkins, 1995 .

A Feasible Solution Algorithm for the Minimum Volume Ellipsoid Estimator in Multivariate Data

Douglas M. Hawkins, D. Hawkins, 1993 .

Applications and algorithms for least trimmed sum of absolute deviations regression

Douglas M. Hawkins, David J. Olive, D. Hawkins, 1999 .

Cusum control for data following the von Mises distribution

Douglas M. Hawkins, F. Lombard, D. Hawkins, 2017 .

Variable subset selection for optimal regression prediction at a specified point

Douglas M. Hawkins, D. Hawkins, J. Galpin, 1986 .

Predicting Mutagenicity of Congeneric and Diverse Sets of Chemicals Using Computed Molecular Descriptors: A Hierarchical Approach

Douglas M. Hawkins, Subhash C. Basak, Brian D. Gute, 2003 .

Characterization using normal or log‐normal data with multiple censoring points

Douglas M. Hawkins, Gary W. Oehlert, 2000 .

A new test for multivariate normality and homoscedasticity

Douglas M. Hawkins, D. Hawkins, 1981 .

Fractiles of an extended multiple outlier test

Douglas M. Hawkins, D. Hawkins, 1979 .

A Tale of Two Matrix Factorizations

Douglas M. Hawkins, S. Stanley Young, Chris Beecher, 2013 .

Variable selection in heteroscedastic discriminant analysis

Douglas M. Hawkins, L. Paul Fatti, D. Hawkins, 1986 .

Quantitative Structure-activity Relationship Modeling of Mosquito Repellents Using Calculated Descriptors

Douglas M. Hawkins, Subhash C. Basak, Denise Mills, 2008 .

Fortran IV program to segment multivariate sequences of data

Douglas M. Hawkins, 1976 .

FIRM: Formal Inference-Based Recursive Modeling

Douglas M. Hawkins, D. Hawkins, 1991 .

Fitting Monotonic Polynomials to Data

Douglas M. Hawkins, D. Hawkins, 1994 .

On the Investigation of Alternative Regressions by Principal Component Analysis

Douglas M. Hawkins, D. Hawkins, 1973 .

Quantitative Structure–Activity Relationship (QSAR) modeling of juvenile hormone activity: Comparison of validation procedures

Douglas M. Hawkins, Subhash C. Basak, Denise Mills, 2007 .

The Identification of Outliers in Two‐Way Contingency Tables Using 2 Times 2 Subtables

Douglas M. Hawkins, D. Hawkins, T. J. Kotzé, 1984 .

Distributing a Computationally Intensive Estimator: The Case of Exact LMS Regression

Douglas M. Hawkins, Jeffrey S. Simonoff, Arnold J. Stromberg, 1994 .

High Breakdown Regression and Multivariate Estimation

Douglas M. Hawkins, Jeffrey S. Simonoff, J. Simonoff, 1993 .

The Accuracy of Elemental Set Approximations for Regression

Douglas M. Hawkins, D. Hawkins, 1993 .

Regression Adjustment for Variables in Multivariate Quality Control

Douglas M. Hawkins, D. Hawkins, 1993 .

Robust Frequency Estimation Using Elemental Sets

Douglas M. Hawkins, Gordon K. Smyth, 2000 .

Comparison of Model Misspecification Diagnostics Using Residuals from Least Mean of Squares and Least Median of Squares Fits

Douglas M. Hawkins, Sanford Weisberg, R. D. Cook, 1992 .

The Cholesky factorization of the inverse correlation or covariance matrix in multiple regression

Douglas M. Hawkins, W. J. R. Eplett, D. Hawkins, 1982 .

Robust regression with high coverage

Douglas M. Hawkins, David J. Olive, D. Hawkins, 2003 .

The feasible solution algorithm for least trimmed squares regression

Douglas M. Hawkins, D. Hawkins, 1994 .

Douglas M. Hawkins, Subhash C. Basak, Brian D. Gute, 2002 .

An extension of geisser's discrimination model to proportional covariance matrices

Douglas M. Hawkins, D. Hawkins, E. Liefde Raath, 1982 .

Diagnostics for use with regression recursive residuals

Douglas M. Hawkins, D. Hawkins, 1991 .

Detection of multiple change-points in multivariate data

Douglas M. Hawkins, Edgard M. Maboudou-Tchao, D. Hawkins, 2013 .

Evaluation of average run lengths of cumulative sum charts for an arbitrary data distribution

Douglas M. Hawkins, D. Hawkins, 1992 .

A Note on Continuous and Discontinuous Segmented Regressions

Douglas M. Hawkins, 1980 .

A Multivariate Change-Point Model for Change in Mean Vector and/or Covariance Structure

Douglas M. Hawkins, K. D. Zamba, D. Hawkins, 2009 .

A Control Chart for the Coefficient of Variation

Douglas M. Hawkins, D. Hawkins, Chang W. Kang, 2007 .

A Note on the Transformation of Chi-Squared Variables to Normality

Douglas M. Hawkins, D. Hawkins, R. Wixley, 1986 .

Behavior of elemental sets in regression

Douglas M. Hawkins, David J. Olive, D. Hawkins, 2007 .

The Use of Recursive Residuals in Checking Model Fit in Linear Regression

Douglas M. Hawkins, D. Hawkins, J. Galpin, 1984 .

Quantitative molecular similarity methods in the property/toxicity estimation of chemicals: a comparison of arbitrary versus tailored similarity spaces

Douglas M. Hawkins, Subhash C. Basak, Brian D. Gute, 2003 .

Zonation of multivariate sequences of digitized geologic data

Douglas M. Hawkins, D. F. Merriam, D. Hawkins, 1974 .

Elements of Continuous Multivariate Analysis

Douglas M. Hawkins, Arthur P. Dempster, A. Dempster, 1969 .

Segmentation of circular data

Douglas M. Hawkins, F. Lombard, D. Hawkins, 2015 .

The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data

Douglas M. Hawkins, D. Hawkins, 1994 .

Practical High Breakdown Regression

Douglas M. Hawkins, David J. Olive, D. Hawkins, 2022 .

Exact iterative computation of the robust multivariate minimum volume ellipsoid estimator

Douglas M. Hawkins, Sanford Weisberg, R. D. Cook, 1993 .

Improved Feasible Solution Algorithms for High Breakdown Estimation

Douglas M. Hawkins, David J. Olive, D. Hawkins, 1999 .

Topics in Applied Multivariate Analysis: CLUSTER ANALYSIS

Douglas M. Hawkins, D. Hawkins, Michael W. Muller, 1982 .

Inverse Gaussian cumulative sum control charts for location and shape

Douglas M. Hawkins, David Olwell, D. Hawkins, 1997 .

Robust Multivariate Location and Dispersion

Douglas M. Hawkins, David J. Olive, D. Hawkins, 2022 .

A faster algorithm for ridge regression of reduced rank data

Douglas M. Hawkins, Xiangrong Yin, Xiangrong Yin, 2002 .

Discussion of ‘Flexible Parsimonious Smoothing and Additive Modeling’

Douglas M. Hawkins, D. Hawkins, 1989 .

Robust Frequency Estimation using Elemental Sets

Douglas M. Hawkins, Gordon K. Smyth, 1997 .

Zonation of sequences of heteroscedastic multivariate data

Douglas M. Hawkins, J. A. ten Krooden, D. Hawkins, 1979 .

Combined Charts for Mean and Variance Information

Douglas M. Hawkins, Qiqi Deng, D. Hawkins, 2009 .

Smoothed Linear Modeling for Smooth Spectral Data

Douglas M. Hawkins, Edgard M. Maboudou-Tchao, D. Hawkins, 2013 .

On the Distribution and Power of a Test for a Single Outlier

Douglas M. Hawkins, D. Hawkins, 1969 .