6533b827fe1ef96bd1286ebc

RESEARCH PRODUCT

Bayesian two-stage regression with parametric heteroscedasticity

Jani LuotoArto Luoma

subject

EstimationHeteroscedasticityTwo stage regressionStatisticsBayesian probabilityEconometricsProduction (economics)Function (mathematics)Parametric statisticsMathematics

description

In this paper, we expand Kleibergen and Zivot's (2003) Bayesian two-stage (B2S) model by allowing for unequal variances. Our choice for modeling heteroscedasticity is a fully Bayesian parametric approach. As an application, we present a cross-country Cobb–Douglas production function estimation.

https://doi.org/10.1016/s0731-9053(08)23010-0