GIBBS SAMPLERS FOR A SET OF SEEMINGLY UNRELATED REGRESSIONS |
| |
Authors: | William E Griffiths Ma Rebecca Valenzuela |
| |
Institution: | University of Melbourne;and Monash University |
| |
Abstract: | Bayesian estimation of a collection of seemingly unrelated regressions, referred to as a ‘set of seemingly unrelated regressions’ is considered. The collection of seemingly unrelated regressions is linked by common coefficients and/or a common error covariance matrix. Gibbs samplers useful for estimating posterior quantities are described and one of them is applied to a set of linear expenditure functions to estimate household equivalent scales. |
| |
Keywords: | Bayesian inference household equivalent scales multivariate models |
|