[图书][B] Optimum experimental designs, with SAS

A Atkinson, A Donev, R Tobias - 2007 - books.google.com
Experiments on patients, processes or plants all have random error, making statistical
methods essential for their efficient design and analysis. This book presents the theory and …

[图书][B] The design of experiments: statistical principles for practical applications

R Mead - 1990 - books.google.com
In all the experimental sciences, good design of experiments is crucial to the success of
research. Well-planned experiments can provide a great deal of information efficiently and …

[图书][B] Statistical design and analysis of experiments

PWM John - 1998 - SIAM
In the 27 years since the initial publication of this book, much has changed in both
application and theory of the design of experiments. The prime catalysts have been the …

Optimal experimental design

B Smucker, M Krzywinski, N Altman - Nat. Methods, 2018 - nature.com
To maximize the chance for success in an experiment, good experimental design is needed.
However, the presence of unique constraints may prevent mapping the experimental …

Optimal experimental design

V Fedorov - Wiley Interdisciplinary Reviews: Computational …, 2010 - Wiley Online Library
After a short historical introduction, the properties and numerical methods are the focal point
of discussion. Construction of discrete and adaptive designs demand more extended …

The usefulness of optimum experimental designs

AC Atkinson - Journal of the Royal Statistical Society Series B …, 1996 - academic.oup.com
Optimum experimental designs were originally developed by Kiefer, mainly for response
surface models. This survey of recent developments emphasizes potential or actual …

An Algorithm for the Construction of “D-Optimal” Experimental Designs

TJ Mitchell - Technometrics, 2000 - Taylor & Francis
This paper presents the algorithm “DETMAX” whose purpose is to construct experimental
designs that are “D-optimal.” These are designs for which the determinant of X′ X is …

Experimental design and its statistical basis.

DJ FlNNEY - 1955 - cabidigitallibrary.org
The title is misleading. The book is part of a series called The Scientists' Library: Biology and
Medicine and deals only with experimental design in those fields. According to the editor of …

I-optimal design of mixture experiments

P Goos, B Jones, U Syafitri - Journal of the American Statistical …, 2016 - Taylor & Francis
In mixture experiments, the factors under study are proportions of the ingredients of a
mixture. The special nature of the factors necessitates specific types of regression models …

Modern experimental design

TP Ryan, JP Morgan - Journal of Statistical Theory and Practice, 2007 - Taylor & Francis
Though laymen may scoff at the notion, we professionals know that statistics texts can be
very good reads. Careful elucidation of complex principles, well-chosen examples revealing …