Chapter 13. Bayesian Inference for Simple Linear Regression
Published Online: 28 JAN 2005
DOI: 10.1002/047172212X.ch13
Copyright © 2004 John Wiley & Sons, Inc.
Book Title
Introduction to Bayesian Statistics
Additional Information
How to Cite
Bolstad, W. M. (2005) Bayesian Inference for Simple Linear Regression, in Introduction to Bayesian Statistics, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/047172212X.ch13
Publication History
- Published Online: 28 JAN 2005
- Published Print: 12 APR 2004
ISBN Information
Print ISBN: 9780471270201
Online ISBN: 9780471722120
- Summary
- Chapter
Keywords:
- simple linear regression;
- least squares regression;
- predictive distribution
Summary
This chapter contains sections titled:
Least Squares Regression
Exponential Growth Model
Simple Linear Regression Assumptions
Bayes' Theorem for the Regression Model
Predictive Distribution for Future Observation
Exercises