Hiroaki Chigira

Dirichlet Prior for Estimating Unknown Regression Error Heteroskedasticity

2015 · RePEc: Research Papers in Economics

We propose a Bayesian procedure to estimate heteroskedastic variances of the regression error term ?O, when the form of heteroskedasticity is unknown. The prior information on ?O is based on a Dirichlet distribution, and in …