Bayesian Analysis of Linear Models

ISBN-13: 9780824785826 / Angielski / Twarda / 1984 / 476 str.

Lyle D. Bromeling;Broemeling

Opis

This book presents the basic theory of linear models from a Bayesian viewpoint. It is unique in that time series models such as autoregressive moving average processes are treated as linear models in the same way the general linear model is examined.

Spis treści

1. Bayesian Inference for the General Linear Model 2. Linear Statistical Models and Bayesian Inference 3. The Traditional Unear Models 4. The Mixed Model 5. Time Series Models 6. Linear Dynamic Systems 7. Structural Change in Linear Models 8. Multivariate Linear Models 9. Looking Ahead

O autorze

Broemeling\,