Method evidence record
Bayesian OLS
Bayesian OLS combines the classical linear regression likelihood with prior distributions over the coefficients and error variance. Rather than reporting point estimates, it produces full posterior distributions that quantify both estimated effects and their uncertainty. The approach is especially valuable when prior knowledge is available or when samples are small.
Source record
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Bayesian Ordinary Least Squares Regression
Taxonomic method record · regression-model / econometrics
- Zellner, A. (1971). An Introduction to Bayesian Inference in Econometrics. Wiley. · ISBN 978-0471169376
- Koop, G. (2003). Bayesian Econometrics. Wiley-Interscience. · ISBN 978-0470845677
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