14. Linear Models

  1. Robert Bartoszyǹski and
  2. Magdalena Niewiadomska-Bugaj

Published Online: 30 APR 2007

DOI: 10.1002/9780470191590.ch14

Probability and Statistical Inference, Second Edition

Probability and Statistical Inference, Second Edition

How to Cite

Bartoszyǹski, R. and Niewiadomska-Bugaj, M. (2007) Linear Models, in Probability and Statistical Inference, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470191590.ch14

Publication History

  1. Published Online: 30 APR 2007
  2. Published Print: 14 DEC 2007

ISBN Information

Print ISBN: 9780471696933

Online ISBN: 9780470191590

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Keywords:

  • linear models;
  • regression;
  • linear regression;
  • inverse regression;
  • ANOVA

Summary

This chapter contains sections titled:

  • Introduction

  • Regression of the First and Second Kind

  • Distributional Assumptions

  • Linear Regression in the Normal Case

  • Testing Linearity

  • Prediction

  • Inverse Regression

  • BLUE

  • Regression Toward the Mean

  • Analysis of Variance

  • One-Way Layout

  • Two-Way Layout

  • ANOVA Models with Interaction

  • Further Extensions