[ΒΙΒΛΙΟ][B] Design and analysis of experiments
A Dean, D Voss - 1999 - Springer
Fractional factorial experiments are used frequently in industry, especially in various stages
of product development and in process and quality improvement. In a fractional factorial …
of product development and in process and quality improvement. In a fractional factorial …
[ΒΙΒΛΙΟ][B] Theory of factorial design
CS Cheng - 2016 - api.taylorfrancis.com
Factorial designs are widely used in many scientific and industrial investigations. The
objective of this book is to provide a rigorous, systematic, and up-to-date treatment of the …
objective of this book is to provide a rigorous, systematic, and up-to-date treatment of the …
Orthogonal subsampling for big data linear regression
The dramatic growth of big datasets presents a new challenge to data storage and analysis.
Data reduction, or subsampling, that extracts useful information from datasets is a crucial …
Data reduction, or subsampling, that extracts useful information from datasets is a crucial …
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 …
Combining two-level and three-level orthogonal arrays for factor screening and response surface exploration
Experimental design and analysis is an effective and commonly used tool in scientific
investigations and industrial applications. Orthogonal arrays, such as factorial and fractional …
investigations and industrial applications. Orthogonal arrays, such as factorial and fractional …
Strong orthogonal arrays of strength two plus
Strong orthogonal arrays were recently introduced and studied in He and Tang [Biometrika
100 (2013) 254–260] as a class of space-filling designs for computer experiments. To enjoy …
100 (2013) 254–260] as a class of space-filling designs for computer experiments. To enjoy …
A position-based approach for design and analysis of order-of-addition experiments
In many physical and computer experiments, the order in which the steps of a process are
performed may have a substantial impact on the measured response. Often, the goal in …
performed may have a substantial impact on the measured response. Often, the goal in …
Construction of maximin distance designs via level permutation and expansion
Maximin distance designs as an important class of space-filling designs are widely used in
computer experiments, yet their constructions are challenging. We develop an efficient …
computer experiments, yet their constructions are challenging. We develop an efficient …
A systematic construction approach for nonregular fractional factorial four-level designs via quaternary linear codes
Fractional factorial designs (FFDs) have received a significant attention in recent years due
to their cost-effective and practical applicability to such diverse fields as medicine …
to their cost-effective and practical applicability to such diverse fields as medicine …
Permuting regular fractional factorial designs for screening quantitative factors
Y Tang, H Xu - Biometrika, 2014 - academic.oup.com
Fractional factorial designs are widely used in screening experiments. They are often
chosen by the minimum aberration criterion, which regards factor levels as symbols. For …
chosen by the minimum aberration criterion, which regards factor levels as symbols. For …