Regression on Functions of One Variable

  1. Ronald R. Hocking

Published Online: 28 JAN 2005

DOI: 10.1002/0471434159.ch2

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 One Variable, in Methods and Applications of Linear Models: Regression and the Analysis of Variance, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471434159.ch2

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:

  • least squares estimation;
  • hat matrix;
  • likelihood function

Summary

This chapter includes the following topics:

  • Simple Linear Regression Model

  • Parameter Estimation

  • Properties of the Estimators

  • Analysis of the Simple Linear Regression Model

  • Examining the Data and the Model

  • Test for Lack of Fit

  • Polynomial Regression Models