Response surface methodology: a retrospective and literature survey
RH Myers, DC Montgomery, GG Vining… - Journal of quality …, 2004 - Taylor & Francis
Response surface methodology (RSM) is a collection of statistical design and numerical
optimization techniques used to optimize processes and product designs. The original work …
optimization techniques used to optimize processes and product designs. The original work …
[BOOK][B] Design and analysis of experiments
DC Montgomery - 2017 - books.google.com
" The eighth edition of Design and Analysis of Experiments continues to provide extensive
and in-depth information on engineering, business, and statistics-as well as informative …
and in-depth information on engineering, business, and statistics-as well as informative …
[BOOK][B] Design and analysis of experiments, volume 1: Introduction to experimental design
K Hinkelmann, O Kempthorne - 2007 - books.google.com
This user-friendly new edition reflects a modern and accessible approach to experimental
design and analysis Design and Analysis of Experiments, Volume 1, Second Edition …
design and analysis Design and Analysis of Experiments, Volume 1, Second Edition …
Supersaturated designs: A review of their construction and analysis
SD Georgiou - Journal of Statistical Planning and Inference, 2014 - Elsevier
Supersaturated designs are fractional factorial designs in which the run size (n) is too small
to estimate all the main effects. Under the effect sparsity assumption, the use of …
to estimate all the main effects. Under the effect sparsity assumption, the use of …
Using the folded-over 12-run Plackett—Burman design to consider interactions
A Miller, RR Sitter - Technometrics, 2001 - Taylor & Francis
This article demonstrates that the folded-over 12-run Plackett–Burman design is useful for
considering up to 12 factors in 24 runs, even if one anticipates that some two-factor …
considering up to 12 factors in 24 runs, even if one anticipates that some two-factor …
Design of experiments for screening
DC Woods, SM Lewis - arxiv preprint arxiv:1510.05248, 2015 - arxiv.org
The aim of this paper is to review methods of designing screening experiments, ranging from
designs originally developed for physical experiments to those especially tailored to …
designs originally developed for physical experiments to those especially tailored to …
Analysis of supersaturated designs via the Dantzig selector
A supersaturated design is a design whose run size is not enough for estimating all the main
effects. It is commonly used in screening experiments, where the goals are to identify sparse …
effects. It is commonly used in screening experiments, where the goals are to identify sparse …
A comparison of design and model selection methods for supersaturated experiments
CJ Marley, DC Woods - Computational Statistics & Data Analysis, 2010 - Elsevier
Various design and model selection methods are available for supersaturated designs
having more factors than runs but little research is available on their comparison and …
having more factors than runs but little research is available on their comparison and …
VSMP: a novel variable selection and modeling method based on the prediction
SS Liu, HL Liu, CS Yin, LS Wang - Journal of chemical information …, 2003 - ACS Publications
The use of numerous descriptors that are indicative of molecular structure and topology is
becoming more common in quantitative structure− activity relationship (QSAR). How to …
becoming more common in quantitative structure− activity relationship (QSAR). How to …
Large Row-Constrained Supersaturated Designs for High-throughput Screening
High-throughput screening, in which multiwell plates are used to test large numbers of
compounds against specific targets, is widely used across many areas of the biological …
compounds against specific targets, is widely used across many areas of the biological …