Regression analysis : statistical modeling of a response variable /

The book provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statistical analyses, to allow the student to determine, at least to some degree, the correct type of statistical analyses to be performed in a giv...

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Bibliographic Details
Main Author: Freund, Rudolf J. 1927-2014.
Other Authors: Wilson, William J., 1940-, Sa, Ping.
Format: eBook
Language:English
Published: AMsterdam ; Boston : Elsevier Academic Press, ©2006.
Edition:2nd ed.
Subjects:
Online Access:CONNECT
CONNECT
Table of Contents:
  • The analysis of means : a review of basics and an introduction to linear models
  • Simple linear regression : linear regression with one independent variable
  • Multiple linear regression
  • Problems with observations
  • Multicollinearity
  • Problems with the model
  • Curve fitting
  • Introduction to nonlinear models
  • Indicator variables
  • Categorical response variables
  • Generalized linear models.