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2010
41 Citations (Scopus)

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

Industry
Education
Quality management
Design for Six Sigma
Excellence
7 Citations (Scopus)

Analysis of signal-response systems using generalized linear mixed models

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

Research output: Contribution to journalArticle

Generalized linear mixed model
Variance components
Design for Six Sigma
Robust design
Modeling
20 Citations (Scopus)

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

Markov Chain Approximation
Markov processes
Inventory Systems
Markov chain
Throughput
14 Citations (Scopus)

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

Polynomials
Experiments
Design of experiments
Computer experiments
Simulation
6 Citations (Scopus)

Designing experiments for nonlinear models - An introduction

Johnson, R. T. & Montgomery, D., Jul 2010, In : Quality and Reliability Engineering International. 26, 5, p. 431-441 11 p.

Research output: Contribution to journalArticle

Experiments
Experiment
Optimal design
Relative efficiency
Efficiency analysis
18 Citations (Scopus)

Generating and assessing exact G-optimal designs

Rodríguez, M., Jones, B., Borror, C. M. & Montgomery, D., Jan 2010, In : Journal of Quality Technology. 42, 1, p. 3-20 18 p.

Research output: Contribution to journalArticle

Optimal design
Prediction
Variance ratio
Factors
Response surface
7 Citations (Scopus)

Hybrid control charts for active control and monitoring of concrete strength

Laungrungrong, B., Mobasher, B., Montgomery, D. & Borror, C. M., Jan 2010, In : Journal of Materials in Civil Engineering. 22, 1, p. 77-87 11 p., 006001QMT.

Research output: Contribution to journalArticle

Concretes
Monitoring
Statistical process control
Concrete mixtures
Construction industry
8 Citations (Scopus)

Robust scaling parameters for composite dispatching rules

Chen, J. Y., Pfund, M. E., Fowler, J., Montgomery, D. & Callarman, T. E., Nov 2010, In : IIE Transactions (Institute of Industrial Engineers). 42, 11, p. 842-853 12 p.

Research output: Contribution to journalArticle

Scheduling
Composite materials
Experiments
Costs
23 Citations (Scopus)

Sensitivity analysis of optimal designs for accelerated life testing

Monroe, E. M., Pan, R., Anderson-Cook, C. M., Montgomery, D. & Borror, C. M., Apr 2010, In : Journal of Quality Technology. 42, 2, p. 121-135 15 p.

Research output: Contribution to journalArticle

Design of experiments
Sensitivity analysis
Testing
Optimal design
Experimental design
2 Citations (Scopus)

Teaching control charts for variables using the mouse factory

Timmer, D., Gonzalez, M., Borror, C., Montgomery, D. & Pena, C., 2010, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalArticle

Industrial plants
Teaching
Control charts
1 Citation (Scopus)

Teaching process improvement using the mouse factory

Timmer, D., Gonzalez, M., Borror, C., Montgomery, D. & Pena, C., 2010, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalArticle

Industrial plants
Teaching
2 Citations (Scopus)

Trouble at Toyota

Montgomery, D., Oct 2010, In : Quality and Reliability Engineering International. 26, 6, p. 521 1 p.

Research output: Contribution to journalArticle

Toyota
2011
1 Citation (Scopus)

Adaptive overhead reduction via MEWMA control charts

Shaukat, K., Montgomery, D. & Syrotiuk, V., 2011, MSWiM'11 - Proceedings of the 14th ACM International Conference on Modeling, Analysis, and Simulation of Wireless and Mobile Systems. p. 205-212 8 p.

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

Control Charts
Topology Control
Exponentially Weighted Moving Average
Chart
Topology
23 Citations (Scopus)

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 2011, In : Quality and Reliability Engineering International. 27, 4, p. 595-607 13 p.

Research output: Contribution to journalArticle

Design of experiments
Parameter estimation
Maximum likelihood
Experiments
Planning
2 Citations (Scopus)

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

Markov Chains
staffing
Inpatients
demand
Throughput
20 Citations (Scopus)

An expository paper on optimal design

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

Research output: Contribution to journalArticle

Design of experiments
Optimal design
Experiments
12 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

metrology
Semiconductor materials
Defects
defects
forecasting
12 Citations (Scopus)

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 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

Design of experiments
Product design
Process design
Industry
20 Citations (Scopus)

EWMA control charts for multivariate Poisson-distributed data

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

Research output: Contribution to journalArticle

Poisson distribution
Monitoring
Control charts
3 Citations (Scopus)

Hierarchical modeling using generalized linear models

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

Research output: Contribution to journalArticle

Semiconductor materials
Modeling
Generalized linear model
Performance measures
Variance estimation

Important research themes from volume 26 2010

Montgomery, D., Apr 2011, In : Quality and Reliability Engineering International. 27, 3, p. 249-250 2 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

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

Tears
Television
Fluorescein
1 Citation (Scopus)
Experiments
Design of experiments
Genetic algorithms
Optimal design

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 2011, In : Quality Engineering. 23, 1, p. 59-70 12 p.

Research output: Contribution to journalArticle

Microfluidics
Gene expression
Dosimetry
Radiation
Experiments
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

Experiments
Random errors
Costs
38 Citations (Scopus)

Application of Six Sigma DMAIC methodology in a transactional environment

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

Research output: Contribution to journalArticle

Communication management
Six Sigma
Methodology
Information management
Communication systems
27 Citations (Scopus)

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

Industry
Unsupervised learning
Clustering algorithms
Six sigma
Lean Six Sigma
15 Citations (Scopus)

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

Design of experiments
Industry
Total quality management
Military applications
Experiments
12 Citations (Scopus)

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

Design of experiments
Normal distribution
Software packages
Experiments
54 Citations (Scopus)

Generalized Linear Models: With Applications in Engineering and the Sciences: Second Edition

Myers, R. H., Montgomery, D., Vining, G. G. & Robinson, T. J., Jan 31 2012, John Wiley and Sons Inc. 505 p.

Research output: Book/ReportBook

Generalized Linear Model
Engineering
Demonstrate
Random Design
Poisson Regression
2 Citations (Scopus)

Hybrid space-filling designs for computer experiments

Johnson, R. T., Montgomery, D. & Kennedy, K. S., 2012, Frontiers in Statistical Quality Control 10. Kluwer Academic Publishers, p. 287-301 15 p.

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

Experiments
Random processes
Large scale systems
Dynamic models
Computational fluid dynamics

Optimal design for multifactor life testing experiments for exponentially distributed lifetimes

Englert, B. R., Rigdon, S. E., Borror, C. M., Montgomery, D. & Pan, R., 2012, Frontiers in Statistical Quality Control 10. Kluwer Academic Publishers, p. 303-317 15 p.

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

Testing
Experiments
Normal distribution
Optimal design
28 Citations (Scopus)

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

Statistical methods
Information technology
Economics
Industry
Six sigma
15 Citations (Scopus)

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

Industry
Students
Statistics
1 Citation (Scopus)

Teaching control charts for attributes using the Mouse Factory

Timmer, D. H., Gonzalez, M., Borror, C. M. & Montgomery, D., 2012, 119th ASEE Annual Conference and Exposition. American Society for Engineering Education

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

Industrial plants
Teaching
Students
Textbooks
Taxonomies
5 Citations (Scopus)

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

Software Validation
Staining and Labeling
Fluorescein
Tears
Cornea

Web-based, active learning modules for teaching statistical quality control

Timmer, D. H., Gonzalez, M., Borror, C. M. & Montgomery, D., 2012, 119th ASEE Annual Conference and Exposition. American Society for Engineering Education

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

Quality control
Teaching
Problem-Based Learning
2013
21 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

1 Citation (Scopus)

Lean six sigma and quality management

Montgomery, D., Nov 2013, In : Quality and Reliability Engineering International. 29, 7, p. 935 1 p.

Research output: Contribution to journalArticle

Quality management
Six sigma
Lean Six Sigma

Using regression splines to parameterize composite dispatching rules

Chen, Y., Montgomery, D., Fowler, J. & Pfund, M. E., 2013, Proceedings of International Conference on Computers and Industrial Engineering, CIE. Curran Associates Inc., Vol. 1. p. 163-177 15 p.

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

Splines
Composite materials
Scheduling
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
9 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
6 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
7 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
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