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Statistical Design of Experiments for Synthetic Biology

ACS Synthetic Biology, 2021
The design and optimization of biological systems is an inherently complex undertaking that requires careful balancing of myriad synergistic and antagonistic variables. However, despite this complexity, much synthetic biology research is predicated on One Factor at A Time (OFAT) experimentation; the genetic and environmental variables affecting the ...
James Gilman   +3 more
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Statistical Analysis of Designed Experiments

Technometrics, 2003
(2003). Statistical Analysis of Designed Experiments. Technometrics: Vol. 45, No. 2, pp. 171-171.
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Statistical Design of Fatigue Experiments

Journal of Quality Technology, 1978
Statistical Design of Fatigue Experiments. By R. E. Little and E. H. Jebe. London, Applied Science Publishers, 1975. ix, 280 p. 23 cm. £10·00.
E. Kay, R. E. Little, E. H. Jebe
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Design of Experiments in Statistics

2000
Models and Information Matrix. Most of the results in experimental design theory are related to the linear regression models: $$ E\{ y|x\} = \eta ({\theta ^T},x) and Var\{ y|x\} = \sigma 2(x), $$ (17.1.1) where the observation y is a random variable, E and Var stand for expectation and variance, respectively.
Valerii Fedorov, Jon Lee
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Design of Experiments: Statistical Principles of Research Design and Analysis

Technometrics, 2001
(2001). Design of Experiments: Statistical Principles of Research Design and Analysis. Technometrics: Vol. 43, No. 2, pp. 236-237.
Mark Anderson, Patrick Whitcomb
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History of the Statistical Design of Agricultural Experiments

Journal of Agricultural, Biological and Environmental Statistics, 2020
In Section 1 the approach of improving crop yields by the development of agriculture and addition of various mineral or organic substances in the last 200–300 years is investigated. In Section 2 the principle of randomized experiments is treated. Section 3 describes the variety trials of field crops.
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Statistical databases: Design of experiment structures

Information Systems, 1993
Abstract This paper discusses some special data patterns in relational databases, which are characteristics of the design and analysis of statistical experiments. First, we introduce the concept of order of functional independence in relational tables to provide a formal definition for relational data structure for statistical paired samples. We then
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Statistical Design of Experiments (DoE)

2021
In a cause–effect relationship, the design of experiments (DoE) is a means and method of determining the interrelationship in the required accuracy and scope with the lowest possible expenditure in terms of time, material, and other resources. In experiments, the question concerning which type and level of effect the influencing variables have on the ...
Hartmut Schiefer, Felix Schiefer
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Statistical Principles for the Design of Experiments

2012
This book is about the statistical principles behind the design of effective experiments and focuses on the practical needs of applied statisticians and experimenters engaged in design, implementation and analysis. Emphasising the logical principles of statistical design, rather than mathematical calculation, the authors demonstrate how all available ...
R. Mead, S. G. Gilmour, A. Mead
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