Introduction to Linear Regression Analysis

by Douglas C. Montgomery, Elizabeth A. Peck

Covers both theory and application so the reader can understand the basic principles and apply regression methods in a variety of practical settings. Revisions include new material on regression diagnostics, more sample computer output with expanded interpretations, a discussion on handling missing observations and introductions to handling generalized linear models and nonlinear regression.

Genres: Mathematics, Textbooks

544 pages, Hardcover

First published January 1, 1981

Reviews

[Joseph Bronski · Rating 5 out of 5]

Great exposition of simple regression models. Perspective on multiple regression was a bit lacking -- the first part of Mostly Harmless Econometrics does a more in depth job here. The back of the book is filled with a lot of applied stuff which is a handy reference but which is mostly skippable. The first 100 pages or so are the core of it.

[Wiwiek Suleman]

This is a good book, because there are many example.

[Leia · Rating 4 out of 5]

A good book with very valuable information. I am glad I spent numerous hours reading it however it could have used a joke or two.

[Ida Husnazakaria]

Ida

[Abhinav]

I am going to read it

[Damage Brain]

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