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Regression Analysis and Linear Models: Concepts, Applications, and Implementation

โœ Scribed by Darlington, Richard B.; Hayes, Andrew F.; Little, Todd D

Publisher
Guilford Publications;The Guilford Press
Year
2017
Tongue
English
Leaves
661
Series
Methodology in the Social Sciences
Edition
1
Category
Library
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โœฆ Table of Contents

Content: Statistical control and linear models --
The simple regression model --
Partial relationship and the multiple regression model --
Statistical inference in regression --
Extending regression analysis principles --
Statistical versus experimental control --
Regression for prediction --
Assessing the importance of regressors --
Multicategorical regressors --
More on multicategorical regressors --
Multiple tests --
Nonlinear relationships --
Linear interaction --
Probing interactions and various complexities --
Mediation and path analysis --
Detecting and managing irregularities --
Power, measurement error, and various miscellaneous topics --
Logistic regression and other linear models.

โœฆ Subjects

MATHEMATICS -- Probability & Statistics -- Regression Analysis

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