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

ISBN-13: 9780367579081 / Angielski / Miękka / 2020 / 682 str.

John H. Skillings; Donald Weber

Opis

A First Course in the Design of Experiments: A Linear Models Approach presents theory and methods, emphasizes both design selection and the analysis of data, and integrates the analysis for the various designs with the general theory for linear models. The authors introduce the subject, then cover the theoretical results, the various design models,

Recenzje

"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




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Spis treści

Introduction to the Design of Experiments. Linear Models.Least Squares Estimation and Normal Equations.Linear Model Distribution Theory.Distribution Theory for Statistical Inference.Inference for Multiple Regression Models.The Completely Randomized Design.Planned Comparisons.Multiple Comparisons.Randomized Complete Block Design.Incomplete Block Designs.Latin Square Designs.
Factorial Experiments with Two Factors.Other Factorial Experiments. Analysis of Covariance.Random and Mixed Models.Nested Designs and Associated Topics.Other Designs and Topics.Appendices.References.Index.

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O autorze

John H. Skillings, Donald Weber