Douglas Montgomery

Regents Professor

  • 8681 Citations
  • 47 h-Index
1969 …2022

Research output per year

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Research Output

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2019

Comparing D-optimal designs with common mixture experimental designs for logistic regression

Mancenido, M., Pan, R., Montgomery, D. & Anderson-Cook, C. M., Apr 15 2019, In : Chemometrics and Intelligent Laboratory Systems. 187, p. 11-18 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Paper-based Vertical Flow Immunoassay (VFI) for detection of bio-threat pathogens

Chen, P., Gates-Hollingsworth, M., Pandit, S., Park, A., Montgomery, D., AuCoin, D., Gu, J. & Zenhausern, F., Jan 1 2019, In : Talanta. 191, p. 81-88 8 p.

Research output: Contribution to journalArticle

9 Scopus citations

Partial replication of definitive screening designs

Jones, B., Hunter, J. S. & Montgomery, D. C., Jan 1 2019, (Accepted/In press) In : Quality Engineering.

Research output: Contribution to journalArticle

Percentile-based control chart design with an application to Shewhart X̅ and S2 control charts

Faraz, A., Saniga, E. & Montgomery, D., Feb 1 2019, In : Quality and Reliability Engineering International. 35, 1, p. 116-126 11 p.

Research output: Contribution to journalArticle

2 Scopus citations
2018

Design of experiments and response surface methodology to tune machine learning hyperparameters, with a random forest case-study

Lujan-Moreno, G. A., Howard, P. R., Rojas, O. G. & Montgomery, D., Nov 1 2018, In : Expert Systems with Applications. 109, p. 195-205 11 p.

Research output: Contribution to journalArticle

10 Scopus citations

Examining potential reductions in wind tunnel testing requirements

Hill, R. R., Ahner, D. K., Dillard, D. A. & Montgomery, D., Jan 1 2018, (Accepted/In press) In : Quality and Reliability Engineering International.

Research output: Contribution to journalArticle

1 Scopus citations

Rejoinder

Jensen, W. A., Montgomery, D., Tsung, F. & Vining, G. G., Jan 1 2018, In : Journal of Quality Technology. 50, 1, p. 31-33 3 p.

Research output: Contribution to journalArticle

Selecting a near-optimal design for multiple criteria with improved robustness to different user priorities

Burke, S. E., Lu, L., Anderson-Cook, C. M. & Montgomery, D., Jan 1 2018, (Accepted/In press) In : Quality and Reliability Engineering International.

Research output: Contribution to journalArticle

1 Scopus citations

Separation in D-optimal experimental designs for the logistic regression model

Park, A. R., Mancenido, M. & Montgomery, D., Jan 1 2018, (Accepted/In press) In : Quality and Reliability Engineering International.

Research output: Contribution to journalArticle

2017

Analysis of definitive screening designs: Screening vs prediction

Weese, M. L., Ramsey, P. J. & Montgomery, D., Jan 1 2017, (Accepted/In press) In : Applied Stochastic Models in Business and Industry.

Research output: Contribution to journalArticle

2 Scopus citations

No-confounding designs with 20 runs-Alternatives to resolution IV screening designs

Stone, B. B., Montgomery, D., Silvestrini, R. T. & Jones, B., 2017, (Accepted/In press) In : Quality and Reliability Engineering International.

Research output: Contribution to journalArticle

Partial replication of small two-level factorial designs

Jones, B. & Montgomery, D., Apr 3 2017, In : Quality Engineering. 29, 2, p. 190-195 6 p.

Research output: Contribution to journalArticle

4 Scopus citations

Prioritization of stockpile maintenance with layered Pareto fronts

Burke, S. E., Anderson-Cook, C. M., Lu, L. & Montgomery, D., Oct 25 2017, (Accepted/In press) In : Quality Engineering. p. 1-13 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Systems for modern quality and business improvement

Montgomery, D. & Borror, C. M., Mar 10 2017, (Accepted/In press) In : Quality Technology and Quantitative Management. p. 1-10 10 p.

Research output: Contribution to journalArticle

5 Scopus citations
2016

A comparison of two-level designs to estimate all main effects and two-factor interactions

Jones, B., Schoen, E. D. & Montgomery, D., May 11 2016, (Accepted/In press) In : Quality Engineering. p. 1-12 12 p.

Research output: Contribution to journalArticle

4 Scopus citations

Analysis of subjective ordinal responses in mixture experiments

Mancenido, M., Pan, R. & Montgomery, D., Jan 1 2016, In : Journal of Quality Technology. 48, 2, p. 196-208 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Exploring Evolving Media Discourse Through Event Cueing

Lu, Y., Steptoe, M., Burke, S., Wang, H., Tsai, J. Y., Davulcu, H., Montgomery, D., Corman, S. & Maciejewski, R., Jan 31 2016, In : IEEE Transactions on Visualization and Computer Graphics. 22, 1, p. 220-229 10 p., 7192705.

Research output: Contribution to journalArticle

19 Scopus citations
2015

Bridge designs for modeling systems with low noise

Jones, B., Silvestrini, R. T., Montgomery, D. & Steinberg, D. M., Apr 3 2015, In : Technometrics. 57, 2, p. 155-163 9 p.

Research output: Contribution to journalArticle

8 Scopus citations

Phase II monitoring of polynomial and nonlinear profiles using a p-value approach

Adibi, A., Borror, C. M. & Montgomery, D., 2015, In : International Journal of Quality Engineering and Technology. 5, 2, p. 101-113 13 p.

Research output: Contribution to journalArticle

2 Scopus citations
2014

An expected cost methodology for screening design selection

Stone, B. B., Montgomery, D., Hassler, E. & Silvestrini, R. T., Jan 1 2014, In : Quality Engineering. 26, 2, p. 139-153 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

A one-sided MEWMA control chart for Poisson-distributed data

Laungrungrong, B., Borror, C. M. & Montgomery, D., 2014, In : International Journal of Data Analysis Techniques and Strategies. 6, 1, p. 15-42 28 p.

Research output: Contribution to journalArticle

9 Scopus citations

A P-value approach for Phase II monitoring of multivariate profiles

Adibi, A., Montgomery, D. & Borror, C. M., 2014, In : International Journal of Quality Engineering and Technology. 4, 2, p. 133-143 11 p.

Research output: Contribution to journalArticle

6 Scopus citations

Modeling and analyzing semiconductor yield with generalized linear mixed models

Krueger, D. C. & Montgomery, D., Nov 1 2014, In : Applied Stochastic Models in Business and Industry. 30, 6, p. 691-707 17 p.

Research output: Contribution to journalArticle

11 Scopus citations

Phase II monitoring of linear profiles using a P-value approach

Adibi, A., Montgomery, D. & Borror, C. M., 2014, In : International Journal of Quality Engineering and Technology. 4, 2, p. 97-106 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Simultaneous improvement of energy efficiency and product quality in PCB lamination process

Park, Y. J., Pan, R., Borror, C. M., Montgomery, D. & Lee, G. B., Jun 2014, In : International Journal of Precision Engineering and Manufacturing - Green Technology. 1, 3, p. 247-256 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Some current directions in the theory and application of statistical process monitoring

Woodall, W. H. & Montgomery, D., Jan 2014, In : Journal of Quality Technology. 46, 1, p. 78-94 17 p.

Research output: Contribution to journalArticle

138 Scopus citations

Stu Hunter's contributions to experimental design and quality engineering

Montgomery, D., Jan 2 2014, In : Quality Engineering. 26, 1, p. 5-15 11 p.

Research output: Contribution to journalArticle

7 Scopus citations
2013

Comparing computer experiments for the Gaussian process model using integrated prediction variance

Silvestrini, R. T., Montgomery, D. & Jones, B., May 30 2013, In : Quality Engineering. 25, 2, p. 164-174 11 p.

Research output: Contribution to journalArticle

22 Scopus citations
2012

A case study involving mixture-process variable experiments within a split-plot structure

Cho, T. Y., Montgomery, D. & Borror, C. M., Jan 1 2012, In : Quality Engineering. 24, 1, p. 80-93 14 p.

Research output: Contribution to journalArticle

Application of Six Sigma DMAIC methodology in a transactional environment

Antony, J., Bhuller, A. S., Kumar, M., Mendibil, K. & Montgomery, D., Jan 1 2012, In : International Journal of Quality and Reliability Management. 29, 1, p. 31-53 23 p.

Research output: Contribution to journalArticle

40 Scopus citations

Deploying LSS in a global enterprise – project identification

Duarte, B., Montgomery, D., Fowler, J. & Konopka, J., Jan 1 2012, In : International Journal of Lean Six Sigma. 3, 3, p. 187-205 19 p.

Research output: Contribution to journalArticle

28 Scopus citations

Designed experiments for the defense community

Johnson, R. T., Hutto, G. T., Simpson, J. R. & Montgomery, D., Jan 1 2012, In : Quality Engineering. 24, 1, p. 60-79 20 p.

Research output: Contribution to journalArticle

15 Scopus citations

Experiments for reliability achievement

Rigdon, S. E., Englert, B. R., Lawson, I. A., Borror, C. M., Montgomery, D. & Pan, R., Dec 1 2012, In : Quality Engineering. 25, 1, p. 54-72 19 p.

Research output: Contribution to journalArticle

12 Scopus citations

Statistical engineering-forming the foundations

Anderson-Cook, C. M., Lu, L., Clark, G., Dehart, S. P., Hoerl, R., Jones, B., MacKay, R. J., Montgomery, D., Parker, P. A., Simpson, J., Snee, R., Steiner, S. H., Van Mullekom, J., Vining, G. G. & Wilson, A. G., Apr 1 2012, In : Quality Engineering. 24, 2, p. 110-132 23 p.

Research output: Contribution to journalArticle

28 Scopus citations

Statistical engineering-roles for statisticians and the path forward

Anderson-Cook, C. M., Lu, L., Clark, G., Dehart, S. P., Hoerl, R., Jones, B., MacKay, R. J., Montgomery, D., Parker, P. A., Simpson, J., Snee, R., Steiner, S. H., Van Mullekom, J., Vining, G. G. & Wilson, A. G., Apr 1 2012, In : Quality Engineering. 24, 2, p. 133-152 20 p.

Research output: Contribution to journalArticle

15 Scopus citations

Validation and verification of the OPI 2.0 System

Abelson, R., Lane, K. J., Rodriguez, J., Johnston, P., Angjeli, E., Ousler, G. & Montgomery, D., Apr 18 2012, In : Clinical Ophthalmology. 6, 1, p. 613-622 10 p.

Research output: Contribution to journalArticle

5 Scopus citations
2011

A generalized linear model approach to designing accelerated life test experiments

Monroe, E. M., Pan, R., Anderson-Cook, C. M., Montgomery, D. & Borror, C. M., Jun 1 2011, In : Quality and Reliability Engineering International. 27, 4, p. 595-607 13 p.

Research output: Contribution to journalArticle

25 Scopus citations

A Markov decision process to dynamically match hospital inpatient staffing to demand

Broyles, J. R., Cochran, J. K. & Montgomery, D., 2011, In : IIE Transactions on Healthcare Systems Engineering. 1, 2, p. 116-130 15 p.

Research output: Contribution to journalArticle

2 Scopus citations

An expository paper on optimal design

Johnson, R. T., Montgomery, D. & Jones, B. A., Jul 1 2011, In : Quality Engineering. 23, 3, p. 287-301 15 p.

Research output: Contribution to journalArticle

20 Scopus citations

Application of generalized linear models to predict semiconductor yield using defect metrology data

Krueger, D. C., Montgomery, D. & Mastrangelo, C. M., Feb 1 2011, In : IEEE Transactions on Semiconductor Manufacturing. 24, 1, p. 44-58 15 p., 5613203.

Research output: Contribution to journalArticle

12 Scopus citations

Design of Experiments for non-manufacturing processes: Benefits, challenges and some examples

Antony, J., Coleman, S., Montgomery, D., Anderson, M. J. & Silvestrini, R. T., Nov 1 2011, In : Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 225, 11, p. 2078-2087 10 p.

Research output: Contribution to journalArticle

12 Scopus citations

EWMA control charts for multivariate Poisson-distributed data

Laungrungrong, B., Borror, C. M. & Montgomery, D., Jan 1 2011, In : International Journal of Quality Engineering and Technology. 2, 3, p. 185-211 27 p.

Research output: Contribution to journalArticle

20 Scopus citations

Hierarchical modeling using generalized linear models

Kumar, N., Mastrangelo, C. & Montgomery, D., Oct 1 2011, In : Quality and Reliability Engineering International. 27, 6, p. 835-842 8 p.

Research output: Contribution to journalArticle

3 Scopus citations

Measurement of ocular surface protection under natural blink conditions

Abelson, R., Lane, K. J., Angjeli, E., Johnston, P., Ousler, G. & Montgomery, D., Sep 22 2011, In : Clinical Ophthalmology. 5, 1, p. 1349-1357 9 p.

Research output: Contribution to journalArticle

8 Scopus citations

Mixture-process variable experiments including control and noise variables within a split-plot structure

Cho, T. Y., Borror, C. M. & Montgomery, D., Jan 1 2011, In : International Journal of Quality Engineering and Technology. 2, 1, p. 1-28 28 p.

Research output: Contribution to journalArticle

1 Scopus citations

Optimization of a microfluidic mixing process for gene expression-based bio-dosimetry

Shinde, S. M., Orozco, C., Brengues, M., Lenigk, R., Montgomery, D. & Zenhausern, F., Jan 1 2011, In : Quality Engineering. 23, 1, p. 59-70 12 p.

Research output: Contribution to journalArticle

2010

A modern framework for achieving enterprise excellence

Montgomery, D., Jan 1 2010, In : International Journal of Lean Six Sigma. 1, 1, p. 56-65 10 p.

Research output: Contribution to journalArticle

41 Scopus citations

Analysis of signal-response systems using generalized linear mixed models

Gupta, S., Kulahci, M., Montgomery, D. & Borror, C. M., Jun 1 2010, In : Quality and Reliability Engineering International. 26, 4, p. 375-385 11 p.

Research output: Contribution to journalArticle

7 Scopus citations

A statistical Markov chain approximation of transient hospital inpatient inventory

Broyles, J. R., Cochran, J. K. & Montgomery, D., Dec 16 2010, In : European Journal of Operational Research. 207, 3, p. 1645-1657 13 p.

Research output: Contribution to journalArticle

21 Scopus citations

Comparing computer experiments for fitting high-order polynomial metamodels

Johnson, R. T., Montgomery, D., Jones, B. & Parker, P. A., Jan 2010, In : Journal of Quality Technology. 42, 1, p. 86-102 17 p.

Research output: Contribution to journalArticle

14 Scopus citations