Regression analysis : a constructive critique / Richard A. Berk.

By:

Berk, Richard A

Material type:

TextPublication details: Thousand Oaks, Calif. : Sage Publications, c2004.Description: xix, 259 p. : ill. ; 24 cmISBN:

0761929045 (alk. paper)

Subject(s):

Regression analysis

LOC classification:

QA278.2 .B46

Contents:

Prologue: Regression Analysis as Problematic -- A Grounded Introduction to Regression Analysis -- Simple Linear Regression -- Statistical Inference for Simple Linear Regression -- Causal Inference for the Simple Linear Model -- The Formalities of Multiple Regression -- Using and Interpreting Multiple Regression -- Some Popular Extensions of Multiple Regression -- Some Regression Diagnostics -- Further Extensions of Regression Analysis -- What to Do.

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Includes index

Prologue: Regression Analysis as Problematic --
A Grounded Introduction to Regression Analysis --
Simple Linear Regression --
Statistical Inference for Simple Linear Regression --
Causal Inference for the Simple Linear Model --
The Formalities of Multiple Regression --
Using and Interpreting Multiple Regression --
Some Popular Extensions of Multiple Regression --
Some Regression Diagnostics --
Further Extensions of Regression Analysis --
What to Do.

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