Regression on Functions of Several Variables

  1. Ronald R. Hocking

Published Online: 28 JAN 2005

DOI: 10.1002/0471434159.ch4

Methods and Applications of Linear Models: Regression and the Analysis of Variance

Methods and Applications of Linear Models: Regression and the Analysis of Variance

How to Cite

Hocking, R. R. (2003) Regression on Functions of Several Variables, in Methods and Applications of Linear Models: Regression and the Analysis of Variance, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471434159.ch4

Publication History

  1. Published Online: 28 JAN 2005
  2. Published Print: 24 MAR 2003

ISBN Information

Print ISBN: 9780471232223

Online ISBN: 9780471434153

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Keywords:

  • scatter-plot matrix;
  • partial correlation;
  • added variable plot

Summary

This chapter includes the following topics:

  • Multiple Linear Regression Model

  • Preliminary Data Analysis

  • Analysis of the Multiple Linear Regression Model

  • Partial Correlation and Added-Variable Plots

  • Variable Selection

  • Model Specification