A First Course in the Design of Experiments: A Linear Models Approach

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John H. Skillings (Miami University, Oxford, Ohio, USA) Donald Weber (Miami University, Oxford, Ohio, USA)

A First Course in the Design of Experiments

A Linear Models Approach

John H. Skillings (Miami University, Oxford, Ohio, USA), Donald Weber (Miami University, Oxford, Ohio, USA), Donald Weber (Miami University, Oxford, Ohio, USA)

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English

CRC Press
30 June 2020

Psychological theory & schools of thought; Psychological methodology; Probability & statistics; Biology, life sciences

Most texts on experimental design fall into one of two distinct categories. There are theoretical works with few applications and minimal discussion on design, and there are methods books with limited or no discussion of the underlying theory. Furthermore, most of these tend to either treat the analysis of each design separately with little attempt to unify procedures, or they will integrate the analysis for the designs into one general technique.

A First Course in the Design of Experiments: A Linear Models Approach stands apart. It presents theory and methods, emphasizes both the design selection for an experiment and the analysis of data, and integrates the analysis for the various designs with the general theory for linear models.

The authors begin with a general introduction then lead students through the theoretical results, the various design models, and the analytical concepts that will enable them to analyze virtually any design. Rife with examples and exercises, the text also encourages using computers to analyze data. The authors use the SAS software package throughout the book, but also demonstrate how any regression program can be used for analysis.

With its balanced presentation of theory, methods, and applications and its highly readable style, A First Course in the Design of Experiments proves ideal as a text for a beginning graduate or upper-level undergraduate course in the design and analysis of experiments.

By: John H. Skillings (Miami University Oxford Ohio USA), Donald Weber (Miami University, Oxford, Ohio, USA), Donald Weber (Miami University, Oxford, Ohio, USA)
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 1.279kg
ISBN: 9780367579081
ISBN 10: 0367579081
Pages: 682
Publication Date: 30 June 2020
Audience: College/higher education , Primary
Format: Paperback
Publisher's Status: Active

John H. Skillings, Donald Weber

Reviews for A First Course in the Design of Experiments: A Linear Models Approach

I do like the blend of theory and methods found in the book and I would use it as a textbook for a first course on the design and analysis of experiments. -C. Brien, School of Mathematics, University of South Australia, Biometrics, December 2000 ...it is novel in combining the theory underlying the analysis of designed experiments with a description of the methods of designing and analyzing them. The theoretical development is deeper than many design and analysis textbooks. Biometrics, Vol. 56, No. 4, December 2000 Promo Copy