• 8245 Citations
  • 46 h-Index
1969 …2022
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Research Output 1969 2019

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

Design of experiments
Logistics
Optimal design
Experiments

Discussion on “Challenges and new methods for designing reliability experiments”

Montgomery, D., Jan 2 2019, In : Quality Engineering. 31, 1, p. 122-124 3 p.

Research output: Contribution to journalComment/debate

Experiments
3 Citations (Scopus)

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

Pathogens
Immunoassay
Burkholderia pseudomallei
Membranes
Equipment and Supplies
1 Citation (Scopus)

Partitioned search with column resampling for locating array construction

Lanus, E., Colbourn, C. & Montgomery, D., Apr 1 2019, Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2019. Institute of Electrical and Electronics Engineers Inc., p. 214-223 10 p. 8728931. (Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Testing
2018
4 Citations (Scopus)

50 years of the journal of quality technology

Jensen, W. A., Montgomery, D., Tsung, F. & Vining, G. G., Jan 1 2018, In : Journal of Quality Technology. 50, 1, p. 2-16 15 p.

Research output: Contribution to journalReview article

Historical analysis
3 Citations (Scopus)

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

Design of experiments
Learning algorithms
Learning systems
Screening
Neural networks
1 Citation (Scopus)

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

Wind tunnels
Design of experiments
Testing
Sampling
Experiments

Measuring performance

Montgomery, D., Oct 1 2018, In : Quality and Reliability Engineering International. 34, 6, 1 p.

Research output: Contribution to journalEditorial

On the Podium…

Montgomery, D., Apr 1 2018, In : Quality and Reliability Engineering International. 34, 3, 1 p.

Research output: Contribution to journalEditorial

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

Faraz, A., Saniga, E. & Montgomery, D., Jan 1 2018, (Accepted/In press) In : Quality and Reliability Engineering International.

Research output: Contribution to journalArticle

Control charts
Efficacy
Average run length

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

Optimal design
Multiple criteria
Robustness
Industrial research
Screening

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

Design of experiments
Logistics
Maximum likelihood estimation
Experimental design
Logistic regression model
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

Screening Design
Screening
Bayesian Information Criterion
Prediction
Statistic

Change Is Good …but …

Montgomery, D., Mar 1 2017, In : Quality and Reliability Engineering International. 33, 2, p. 229 1 p.

Research output: Contribution to journalEditorial

Exploring observational data

Montgomery, D., Dec 1 2017, In : Quality and Reliability Engineering International. 33, 8, p. 1639-1640 2 p.

Research output: Contribution to journalEditorial

1 Citation (Scopus)

Lean six-sigma in higher education

Montgomery, D., Jul 1 2017, In : Quality and Reliability Engineering International. 33, 5, p. 935-936 2 p.

Research output: Contribution to journalEditorial

Education
Six sigma
Lean Six Sigma

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

Screening
Confounding
Factors
Interaction
Costs
2 Citations (Scopus)

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

Experiments
2 Citations (Scopus)

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

Decision making
3 Citations (Scopus)

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

Statistical process control
Industry
Patents and inventions
Telephone
Quality control
2016
2 Citations (Scopus)

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

Costs
Optimal design
1 Citation (Scopus)

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

Fragrances
Experiments
Experiment
Stereotypes
Modeling

Collecting Data

Montgomery, D., Mar 1 2016, In : Quality and Reliability Engineering International. 32, 2, p. 333 1 p.

Research output: Contribution to journalEditorial

Design of experiments: A key to successful innovation

Montgomery, D. & Silvestrini, R. T., 2016, Intelligent Statistical Quality Control. Helmut Schmidt University, p. 65-76 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design of experiments
Innovation
Engineering technology
Industry
Experiments
18 Citations (Scopus)

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

Climate change
Time series
Lenses
2 Citations (Scopus)

Visualization for Data Science: Adding Credibility, Legitimacy, and Saliency

Maciejewski, R. & Montgomery, D., Jun 1 2016, In : Big Data. 4, 2, p. 73-74 2 p.

Research output: Contribution to journalEditorial

Illegitimacy
3 Citations (Scopus)

Why do lean six sigma projects sometimes fail?

Montgomery, D., Jun 1 2016, In : Quality and Reliability Engineering International. 32, 4, p. 1279 1 p.

Research output: Contribution to journalEditorial

Lean Six Sigma
Six sigma
2015

A.V. Feigenbaum (1922-2014)

Montgomery, D., Mar 1 2015, In : Quality and Reliability Engineering International. 31, 2, p. 153 1 p.

Research output: Contribution to journalEditorial

2 Citations (Scopus)

Alternatives to resolution III regular fractional factorial designs for 9 - 14 factors in 16 runs

Jones, B., Shinde, S. M. & Montgomery, D., Jan 1 2015, In : Applied Stochastic Models in Business and Industry. 31, 1, p. 50-58 9 p.

Research output: Contribution to journalArticle

Fractional Factorial Design
Main Effect
Alternatives
Design for All
Fractional Factorial

Bayesian D-optimal design issues for binomial generalized linear model screening designs

Hassler, E., Montgomery, D. & Silvestrini, R. T., 2015, Frontiers in Statistical Quality Control 10. Kluwer Academic Publishers, Vol. 11. p. 337-353 17 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Screening
Optimal design
Experiments
7 Citations (Scopus)

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

System Modeling
D-optimal Design
Latin Hypercube Design
Projection
Gaussian Model

Discussion

Montgomery, D., Apr 1 2015, In : Journal of Quality Technology. 47, 2, p. 105-106 2 p.

Research output: Contribution to journalComment/debate

2 Citations (Scopus)

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

Polynomials
Monitoring
Process monitoring
Control charts

Rejoinder to 'alternatives to resolution III regular fractional factorial designs for 9 - 14 factors in 16 runs'

Jones, B. A., Shinde, S. M. & Montgomery, D., Jan 1 2015, In : Applied Stochastic Models in Business and Industry. 31, 1, p. 62-63 2 p.

Research output: Contribution to journalArticle

Fractional Factorial Design
Alternatives
Factorial design
Factors
1 Citation (Scopus)

Show Me the Money...

Montgomery, D., Dec 1 2015, In : Quality and Reliability Engineering International. 31, 8, p. 1303 1 p.

Research output: Contribution to journalEditorial

2014

An expected cost methodology for screening design selection

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

Research output: Contribution to journalArticle

Screening
Costs
Decision trees
Design of experiments
Experiments
8 Citations (Scopus)

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

Exponentially Weighted Moving Average Control Chart
Exponentially Weighted Moving Average
Siméon Denis Poisson
Poisson distribution
Process Mean
5 Citations (Scopus)

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

Monitoring
Linear regression
Control charts
4 Citations (Scopus)

Big data and the quality profession

Montgomery, D., 2014, In : Quality and Reliability Engineering International. 30, 4, p. 447 1 p.

Research output: Contribution to journalArticle

Big data
1 Citation (Scopus)
Precision engineering
Environmental technology
Polychlorinated biphenyls
Energy efficiency
Lamination
4 Citations (Scopus)

Lean six sigma and promoting innovation

Montgomery, D., Feb 2014, In : Quality and Reliability Engineering International. 30, 1, p. 1 1 p.

Research output: Contribution to journalArticle

Innovation
Six sigma
Lean Six Sigma
10 Citations (Scopus)

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

Generalized Linear Mixed Model
Semiconductors
Semiconductor materials
Modeling
Link Function
4 Citations (Scopus)

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

Monitoring
Control charts
4 Citations (Scopus)

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., 2014, In : International Journal of Precision Engineering and Manufacturing - Green Technology. 1, 3, p. 247-256 10 p.

Research output: Contribution to journalArticle

Printed circuit boards
Energy efficiency
Photolithography
Energy resources
Industry
119 Citations (Scopus)

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

Process monitoring
Monitoring
Error analysis
Health
5 Citations (Scopus)

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

Design of experiments
Product design
Process design
2013
19 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Design of experiments
Experiments
Regression analysis

Editorial

Montgomery, D., Jul 2013, In : Quality and Reliability Engineering International. 29, 5, p. 619 1 p.

Research output: Contribution to journalArticle

Editorial

Montgomery, D., Apr 2013, In : Quality and Reliability Engineering International. 29, 3, p. 305 1 p.

Research output: Contribution to journalArticle