Optimal Experimental Design

J López-Fidalgo - Lecture Notes in Statistics, 2023 - Springer
I have enjoyed very much writing this book. This is very important from a personal point of
view, but I believe this is the key of writing something interesting for the readers. One of the …

[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 …

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 …

[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 design for experiments with potentially failing trials

P Hackl - MODA4—Advances in Model-Oriented Data Analysis …, 1995 - Springer
We discuss the problem of optimal allocation of the design points of an experiment for the
case where the trials may fail with non-zero probability. Numerical results for D-optimal …

Open problems and issues in optimal design

WA Jensen - Quality Engineering, 2018 - Taylor & Francis
In recent years, there has been an increasing emphasis in the design of experiments
literature on optimal design. Many authors have recommended that optimal design of …

[图书][B] Optimal experimental design with R

D Rasch, J Pilz, LR Verdooren, A Gebhardt - 2011 - books.google.com
Optimal Experimental Design with R introduces experimenters to the philosophy of
experimentation, and the need for good design and data collection for experiments. It gives …

Invited discussion paper constrained optimization of experimental design

D Cook, V Fedorov - Statistics, 1995 - Taylor & Francis
This is an attempt to discuss various approaches developed in experimental design when
constraints are imposed. These constraints may be on the total cost of the experiment, the …

Jack Kiefer's contributions to experimental design

HP Wynn - The Annals of Statistics, 1984 - JSTOR
A key mathematical benefit of this approach is that the set of all M (t), the moment space, is
closed and convex. In addition, many of the optimality criteria which had been introduced in …