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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 25, 1993 - Issue 2
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Articles

Finding the Active Factors in Fractionated Screening Experiments

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Pages 94-105 | Published online: 21 Feb 2018

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Read on this site (48)

Kashinath Chatterjee & Chang-Yun Lin. (2023) Design construction and model selection for small mixture-process variable experiments with high-dimensional model terms. Quality Engineering 35:3, pages 388-398.
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Richard N. McGrath, Yuhang Xu & Anna Taylor. (2023) Screening main and interaction effects in a Plackett-Burman design. Communications in Statistics - Simulation and Computation 0:0, pages 1-21.
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I-Tang Yu. (2022) Factor screening with modified one-factor-at-a-time experiments. Communications in Statistics - Simulation and Computation 0:0, pages 1-15.
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I-Tang Yu. (2022) A Bayesian approach to factor screening in life tests. Communications in Statistics - Theory and Methods 51:6, pages 1778-1790.
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Chang-Yun Lin. (2021) Stochastic search variable selection for split-plot and blocked screening designs. Journal of Quality Technology 53:1, pages 72-87.
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Shuai Zhang, Yumin Liu & Uk Jung. (2019) Sparse abnormality detection based on variable selection for spatially correlated multivariate process. Journal of the Operational Research Society 70:8, pages 1321-1331.
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Rafel Xampeny, Pere Grima & Xavier Tort-Martorell. (2019) Selecting significant effects in factorial designs: Lenth’s method versus the Box-Meyer approach. Journal of Applied Statistics 46:8, pages 1404-1416.
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Matthias H. Y. Tan. (2017) Polynomial metamodeling with dimensional analysis and the effect heredity principle. Quality Technology & Quantitative Management 14:2, pages 195-213.
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John Tyssedal & Shahrukh Hussain. (2016) Factor screening in nonregular two-level designs based on projection-based variable selection. Journal of Applied Statistics 43:3, pages 490-508.
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John Tyssedal & Ranveig Niemi. (2014) Graphical Aids for the Analysis of Two-Level Nonregular Designs. Journal of Computational and Graphical Statistics 23:3, pages 678-699.
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DavidJ. Edwards & KevinD. Kelly. (2014) Selecting a 𝒟-Optimal Follow-Up Experiment Among Candidate Choices. Quality Engineering 26:2, pages 233-245.
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Jian-jun Wang & Yi-zhong Ma. (2013) Bayesian Analysis of Two-Level Fractional Factorial Experiments with Non-Normal Responses. Communications in Statistics - Simulation and Computation 42:9, pages 1970-1988.
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Wei Jiang, Kaibo Wang & Fugee Tsung. (2012) A Variable-Selection-Based Multivariate EWMA Chart for Process Monitoring and Diagnosis. Journal of Quality Technology 44:3, pages 209-230.
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David J. Edwards. (2011) Optimal Semifoldover Plans for Two-Level Orthogonal Designs. Technometrics 53:3, pages 274-284.
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Theodore T. Allen & Ravishankar Rajagopalan. (2011) A Bayesian Plotting Method for Fractional Factorial Data Analysis. Journal of Quality Technology 43:3, pages 224-236.
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DanielW. Apley & Jeongbae Kim. (2011) A cautious approach to robust design with model parameter uncertainty. IIE Transactions 43:7, pages 471-482.
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NavinchandraN. Acharya & Harriet Black Nembhard. (2009) Bayesian algorithms for missing observations in experimental designs for a nanolubrication process. IIE Transactions 41:11, pages 969-978.
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Phil Woodward & Rosalind Walley. (2009) Bayesian Variable Selection for Fractional Factorial Experiments with Multilevel Categorical Factors. Journal of Quality Technology 41:3, pages 228-240.
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V. Roshan Joseph & James Dillon Delaney. (2008) Analysis of Optimization Experiments. Journal of Quality Technology 40:3, pages 282-298.
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Derek R Bingham & Hugh A Chipman. (2007) Incorporating Prior Information in Optimal Design for Model Selection. Technometrics 49:2, pages 155-163.
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V. Roshan Joseph. (2006) A Bayesian Approach to the Design and Analysis of Fractionated Experiments. Technometrics 48:2, pages 219-229.
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Ramkumar Rajagopal & Enrique del Castillo. (2005) Model-Robust Process Optimization Using Bayesian Model Averaging. Technometrics 47:2, pages 152-163.
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Hongquan Xu, Shao-Wei Cheng & C.F.J Wu. (2004) Optimal Projective Three-Level Designs for Factor Screening and Interaction Detection. Technometrics 46:3, pages 280-292.
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Murat Kulahci & George E. P. Box. (2003) Catalysis Of Discovery And Development In Engineering And Industry. Quality Engineering 15:3, pages 513-517.
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John Lawson. (2003) One-Step Screening and Process Optimization Experiments. The American Statistician 57:1, pages 15-20.
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Scott D Grimshaw, Bruce J Collings, Wayne A Larsen & Carolyn R Hurt. (2001) Eliciting Factor Importance in a Designed Experiment. Technometrics 43:2, pages 133-146.
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George E. P. Box & John Tyssedal. (2001) SIXTEEN RUN DESIGNS OF HIGH PROJECTIVITY FOR FACTOR SCREENING. Communications in Statistics - Simulation and Computation 30:2, pages 217-228.
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George Box. (2001) Statistics for discovery. Journal of Applied Statistics 28:3-4, pages 285-299.
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A Miller & R R Sitter. (2001) Using the Folded-Over 12-Run Plackett—Burman Design to Consider Interactions. Technometrics 43:1, pages 44-55.
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Lin. Hefang, Raymond H. Myers & Ye. Keying. (2000) Bayesian two-stage optimal design for mixture models. Journal of Statistical Computation and Simulation 66:3, pages 209-231.
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T. Allen, L. Yu & M. Bernshteyn. (2000) LOW-COST RESPONSE SURFACE METHODS APPLIED TO THE DESIGN OF PLASTIC FASTENERS. Quality Engineering 12:4, pages 583-591.
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George E. P. Box. (1999) Statistics as a Catalyst to Learning by Scientific Method Part II—A Discussion. Journal of Quality Technology 31:1, pages 16-29.
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DennisK. J. Lin. (1998) SPOTLIGHT INTERACTION EFFECTS IN MAIN-EFFECT PLANS: A SUPERSATURATED DESIGN APPROACH. Quality Engineering 11:1, pages 133-139.
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R. Daniel Meyer & Robert G. Wilkinson. (1998) Bayesian variable assessment. Communications in Statistics - Theory and Methods 27:11, pages 2675-2705.
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Hugh Chipman. (1998) Handling Uncertainty in Analysis of Robust Design Experiments. Journal of Quality Technology 30:1, pages 11-17.
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H. Chipman, M. Hamada & C. F.J. Wu. (1997) A Bayesian Variable-Selection Approach for Analyzing Designed Experiments With Complex Aliasing. Technometrics 39:4, pages 372-381.
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WilliamJ. Kasperski & Helmut Schneider. (1997) USING NORMAL PROBABILITY PLOTS TO DETERMINE SIGNIFICANT FACTORS IN UNREPLICATED FACTORIAL DESIGNS. Quality Engineering 9:3, pages 449-456.
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R. Daniel Meyer, DavidM. Steinberg & George Box. (1996) Follow-Up Designs to Resolve Confounding in Multifactor Experiments. Technometrics 38:4, pages 303-313.
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RichardJ. Beckman. (1996) Plotting p Factorial or p Fractional Factorial Data. The American Statistician 50:2, pages 170-174.
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S⊘ren Bisgaard & HowardT. Fuller. (1995) Quality Quandaries∗ . Quality Engineering 8:1, pages 199-207.
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Peter Mesenbrink, Jye-Chyi Lu, Richard McKenzie & Javad Taheri. (1994) Characterization and Optimization of a Wave-Soldering Process. Journal of the American Statistical Association 89:428, pages 1209-1217.
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Anxhelina Qorllari & Thomas A. Bier. (2022) Optimization of Workability and Compressive Strength of Self-Compacting Mortar Using Screening Design. CivilEng 3:4, pages 998-1012.
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John Tyssedal & Muhammad Azam Chaudhry. (2017) The choice of screening design. Applied Stochastic Models in Business and Industry 33:6, pages 662-673.
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Nathan D. Burrows, Samantha Harvey, Fred A. Idesis & Catherine J. Murphy. (2016) Understanding the Seed-Mediated Growth of Gold Nanorods through a Fractional Factorial Design of Experiments. Langmuir 33:8, pages 1891-1907.
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Steven L. Scott. (2015) Multi‐armed bandit experiments in the online service economy. Applied Stochastic Models in Business and Industry 31:1, pages 37-45.
Crossref
John Tyssedal. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
John Tyssedal. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Russell V. Lenth. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
David J. Edwards, Maria L. Weese & Gregory A. Palmer. (2013) Comparing methods for design follow‐up: revisiting a metal‐cutting case study. Applied Stochastic Models in Business and Industry 30:4, pages 464-478.
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Davide Ferrari, Matteo Borrotti & Davide De March. (2013) Response improvement in complex experiments by co-information composite likelihood optimization. Statistics and Computing 24:3, pages 351-363.
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Víctor Aguirre‐Torres & Román de la Vara. (2013) A Bayesian Analysis of Very Small Unreplicated Experiments. Quality and Reliability Engineering International 30:3, pages 413-426.
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Alex J. Gutman, Edward D. White, Dennis K.J. Lin & Raymond R. Hill. (2014) Augmenting supersaturated designs with Bayesian -optimality . Computational Statistics & Data Analysis 71, pages 1147-1158.
Crossref
Conrad A. Fung. (2014) George Box, quality, and improving almost anything. Applied Stochastic Models in Business and Industry 30:1, pages 71-79.
Crossref
R. Daniel Meyer. (2014) George Box and Bayesian inference. Applied Stochastic Models in Business and Industry 30:1, pages 62-70.
Crossref
David J. Edwards & David H. Q. Truong. (2011) A comparison of designs for one‐step screening and response surface estimation. Quality and Reliability Engineering International 27:8, pages 1009-1024.
Crossref
Phil Woodward. 2011. Bayesian Analysis Made Simple. Bayesian Analysis Made Simple 335 340 .
Anthony Cossari. 2011. New Perspectives in Statistical Modeling and Data Analysis. New Perspectives in Statistical Modeling and Data Analysis 385 392 .
John Tyssedal & Oddgeir Samset. (2010) Supersaturated designs of projectivity P=3 or near P=3. Journal of Statistical Planning and Inference 140:4, pages 1021-1029.
Crossref
Giuseppina Ambrogio, A. Cossari, Luigino Filice & G. Leonardo Manco. (2009) Incremental Forming of Multislope Shaped Components. Advanced Materials Research 83-86, pages 94-100.
Crossref
Frederick K. H. Phoa, Weng Kee Wong & Hongquan Xu. (2009) The need of considering the interactions in the analysis of screening designs. Journal of Chemometrics 23:10, pages 545-553.
Crossref
Hongquan Xu, Frederick K.H. Phoa & Weng Kee Wong. (2009) Recent developments in nonregular fractional factorial designs. Statistics Surveys 3:none.
Crossref
John Tyssedal. 2007. Encyclopedia of Statistics in Quality and Reliability. Encyclopedia of Statistics in Quality and Reliability.
John Tyssedal. 2007. Encyclopedia of Statistics in Quality and Reliability. Encyclopedia of Statistics in Quality and Reliability.
Russell V. Lenth. 2007. Encyclopedia of Statistics in Quality and Reliability. Encyclopedia of Statistics in Quality and Reliability.
Kenny Q. Ye, Ko-Jen Tsai & William Li. 2007. mODa 8 - Advances in Model-Oriented Design and Analysis. mODa 8 - Advances in Model-Oriented Design and Analysis 221 228 .
Ola Blomkvist, Fredrik Ekdahl & Anders Gustafsson. 2007. Conjoint Measurement. Conjoint Measurement 77 92 .
Mehdi Mehrban, Shahriar Kouravand, Ghader Rezazadeh & Ali Donyavi. (2006) Application of Full Factorial Design Method in MEMS Capacitive Thermal Sensor Sensitivity. Application of Full Factorial Design Method in MEMS Capacitive Thermal Sensor Sensitivity.
Arvind Ruggoo & Martina Vandebroek. (2006) Model-sensitive sequential optimal designs. Computational Statistics & Data Analysis 51:2, pages 1089-1099.
Crossref
John Tyssedal, Hallgeir Grinde & Carl C. Røstad. (2006) The Use of a 12‐run Plackett–Burman Design in the Injection Moulding of a Technical Plastic Component. Quality and Reliability Engineering International 22:6, pages 651-657.
Crossref
C. Auer & J. Kunert. (2005) On a heuristic analysis of highly fractionated 2 n factorial experiments. Metrika 63:1, pages 43-54.
Crossref
Wei Jiang, Terrence Murphy & Kwok-Leung Tsui. 2006. Springer Handbook of Engineering Statistics. Springer Handbook of Engineering Statistics 173 192 .
Daniel T. Voss & Weizhen Wang. 2006. Screening. Screening 268 286 .
Hugh Chipman. 2006. Screening. Screening 236 267 .
Seungtai Yoon, Young Ju Suh, Nancy Role Mendell & Kenny Qian Ye. (2005) A Bayesian approach for applying Haseman-Elston methods. BMC Genetics 6:S1.
Crossref
John Tyssedal & Murat Kulahci. (2005) Analysis of Split‐plot Designs with Mirror Image Pairs as Sub‐plots. Quality and Reliability Engineering International 21:5, pages 539-551.
Crossref
Ewa A. Bardasz, Susan V. Cowling, Avtar Panesar, John Durham & Ted N. Tadrous. Effects of Lubricant Derived Chemistries on Performance of the Catalyzed Diesel Particulate Filters. Effects of Lubricant Derived Chemistries on Performance of the Catalyzed Diesel Particulate Filters.
Arvind Ruggoo & Martina Vandebroek. (2004) Bayesian sequential - optimal model-robust designs. Computational Statistics & Data Analysis 47:4, pages 655-673.
Crossref
David P. Dupplaw, David Brunson, Anna-Jane E. Vine, Colin P. Please, Susan M. Lewis, Angela M. Dean, Andy J. Keane & Marcus J. Tindall. (2004) A Web-Based Knowledge Elicitation System (GISEL) for Planning and Assessing Group Screening Experiments for Product Development. Journal of Computing and Information Science in Engineering 4:3, pages 218-225.
Crossref
Kimberly Kinateder, Weizhen Wang & Daniel Voss. 2003. Advances on Methodological and Applied Aspects of Probability and Statistics. Advances on Methodological and Applied Aspects of Probability and Statistics 325 347 .
Vitali Volovoi, Jack Zentner & Dimitri Mavris. (2003) Assessment of the Efficiency of Partitioned Response Surface Equations in Structural Applications. Assessment of the Efficiency of Partitioned Response Surface Equations in Structural Applications.
Chuen-Lung Chen, Rong-Ho Lin & Jianping Zhang. (2003) Genetic algorithms for MD-optimal follow-up designs. Computers & Operations Research 30:2, pages 233-252.
Crossref
Ola Blomkvist, Fredrik Ekdahl & Anders Gustafsson. 2003. Conjoint Measurement. Conjoint Measurement 187 207 .
D Stamatis. 2002. Six Sigma and Beyond. Six Sigma and Beyond 345 365 .
Gerald J. Hahn & Angela N. Patterson. 2001. Kirk-Othmer Encyclopedia of Chemical Technology. Kirk-Othmer Encyclopedia of Chemical Technology.
John Lawson. (2002) Regression analysis of experiments with complex confounding patterns guided by the alias matrix. Computational Statistics & Data Analysis 39:2, pages 227-241.
Crossref
Theodore T. Allen & Liyang Yu. (2002) Low‐cost response surface methods from simulation optimization. Quality and Reliability Engineering International 18:1, pages 5-17.
Crossref
Yannis L Loukas. (2001) A Plackett–Burnam screening design directs the efficient formulation of multicomponent DRV liposomes. Journal of Pharmaceutical and Biomedical Analysis 26:2, pages 255-263.
Crossref
Ola Blomkvist, Fredrik Ekdahl & Anders Gustafsson. 2001. Conjoint Measurement. Conjoint Measurement 161 181 .
T. Allen & L. Yu. (2000) Low cost response surface methods for and from simulation optimization. Low cost response surface methods for and from simulation optimization.
Anders Gustafsson, Andreas Herrmann & Frank HuberOla Blomkvist, Fredrik Ekdahl & Anders Gustafsson. 2000. Conjoint Measurement. Conjoint Measurement 161 181 .
Daniel T. Voss & Weizhen Wang. (1999) Simultaneous confidence intervals in the analysis of orthogonal saturated designs. Journal of Statistical Planning and Inference 81:2, pages 383-392.
Crossref
Øyvind Langsrud & Tormod Næs. (1998) A unified framework for significance testing in fractional factorials. Computational Statistics & Data Analysis 28:4, pages 413-431.
Crossref
Gareth Lewis, Didier Mathieu & Roger Phan-Tan-Luu. 1998. Pharmaceutical Experimental Design. Pharmaceutical Experimental Design.
Hugh A. Chipman. 1998. Quality Improvement Through Statistical Methods. Quality Improvement Through Statistical Methods 207 220 .
George E. P. Box. 1998. Quality Improvement Through Statistical Methods. Quality Improvement Through Statistical Methods 3 12 .
B. M. Dabade & P. K. Ray. (1996) Quality engineering for continuous performance improvement in products and processes: A review and reflections. Quality and Reliability Engineering International 12:3, pages 173-189.
Crossref
Stephen P. Jones. 1996. Robustness of analytical chemical methods and pharmaceutical technological products. Robustness of analytical chemical methods and pharmaceutical technological products 11 77 .
George Box. 1996. COMPSTAT. COMPSTAT 3 10 .
Neil T. Diamond. (2008) SOME PROPERTIES OF A FOLDOVER DESIGN. Australian Journal of Statistics 37:3, pages 345-352.
Crossref
T. P. Davis. (1995) Analysis of an experiment aimed at improving the reliability of transmission centre shafts. Lifetime Data Analysis 1:3, pages 275-306.
Crossref
Mitchell M. Jackson & Sara B. Pocinki. Effects of Fuel and Additives on Combustion Chamber Deposits. Effects of Fuel and Additives on Combustion Chamber Deposits.
T.S. Webb & K.W. Bauer. (1994) Comparison of analysis strategies for screening designs in large-scale computer simulation models. Comparison of analysis strategies for screening designs in large-scale computer simulation models.
Kenneth G. Claar, Glen H. Blythe & Sara B. Pocinki. Diesel Fuel Properties and Additive Effects on Dl Injector Deposit Formation. Diesel Fuel Properties and Additive Effects on Dl Injector Deposit Formation.

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