Design and Analysis of Experiments

by Douglas C. Montgomery

An introductory text examining the fundamental methods of designing experiments and analyzing the results geared to advanced undergraduates or graduates majoring in engineering, science, business, economics, and statistics. Emphasizes proper design, model diagnostic checking, and interpretation of results. Covers all major design techniques, including completely randomized design, clocking, factorials, nesting, confounding, fractional factorials, regression modelling, response surfaces, and covariance analysis. Includes a full set of statistical tables.

Genres: Science, Textbooks, Engineering, Nonfiction, Reference, Mathematics, Technical

538 pages, Hardcover

First published January 1, 1976

Reviews

[Hannah Thomas · Rating 4 out of 5]

This is a very straight-forward textbook with the help of an instructor's guidance. The very beginning, aka Chapters 1 and 2, are review from the very basics of statistics. It is after these that you do encounter different "types" of equations and ways to create models when it comes to actual real-life situations. In this case, these are dealing with small situations. You can compute these by hand, if you want, but when it comes to that of larger samples sizes, that's when you want to take the advice of using technology.

Again, a different kind of statistics, but very direct.

[Andrea Ratti · Rating 4 out of 5]

I think that this text is one of the best to approach design of experiment topic. Every chapter is described quantitatively, with a lot of real examples. The weak part of the text, is represented by regression chapter, described in a too BOS way, with few quantitative demostrations.

[David Martschinske · Rating 5 out of 5]

Exhaustive book on experimentation. I purchased this book after taking a collge course with one of Montgomery's other books.

[Sam Amm · Rating 5 out of 5]

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[Ammar]

Good Book

[Steve · Rating 4 out of 5]

This book is very detailed and very readable. Great coverage of Design of Experiments and all things related. Accompanied the graduate course I took with the author very well!

[Adeel Bhatti]

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