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This paper considers Bayesian nonparametric estimation of conditional densities by countable mixtures of location-scale densities with covariate dependent mixing probabilities. The mixing probabilities are modeled in two ways. First, we consider finite covariate dependent mixture models, in...
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Econometric Modeling provides a new and stimulating introduction to econometrics, focusing on modeling. The key issue … economic theory. The unified likelihood-based approach of this book gives students the required statistical foundations of … available for computer-based teaching. Technical issues from probability theory and statistical theory are introduced only as …
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) distribution models in financial econometrics. One noted feature of the MN model is its flexibility in accommodating various shapes … econometrics …
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We study the statistical properties of heterogeneous agent models. Using a Bewley-Hugget-Aiyagari model we compute the density function of wealth and income and use it for likelihood inference. We study the finite sample properties of the maximum likelihood estimator (MLE) using Monte Carlo...
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In this paper, we study the statistical properties of heterogeneous agent models with incomplete markets. Using a Bewley-Hugget-Aiyagari model we compute the equilibrium density function of wealth and show how it can be used for likelihood inference. We investigate the identifiability of the...
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