ABSTRACT

Bayesian linear regression model are found in the classic article by Lindley and Smith (1972)

with discussion, the follow-up article with generalizations by Smith (1973), Geweke’s (1993)

exposition on t-distributed errors, and the early work by Tiao and Zellner (1964b). Else-

where Zellner and Tiao (1964) provide estimation techniques for general error models, Davis

(1978) considers the Bayesian general linear model with inequality constraints, and Pollard

(1986) gives a helpful chapter on Bayesian linear forms. A modern and very comprehensive

volume on linear model theory is given by Ravishanker and Dey (2002).