Econometric illustrations of novel numerical integration strategies for Bayesian inference

Recent progress with numerical techniques for implementing Bayesian methods for irregular, multi-parameter likelihoods is reviewed and illustrated with two econometric examples. The numerical integration strategies involve novel iterative, adaptive uses of Cartesian product and spherical rule quadra...

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Veröffentlicht in:Journal of econometrics 1988-05, Vol.38 (1), p.103-125
Hauptverfasser: Naylor, J.C., Smith, A.F.M.
Format: Artikel
Sprache:eng
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Zusammenfassung:Recent progress with numerical techniques for implementing Bayesian methods for irregular, multi-parameter likelihoods is reviewed and illustrated with two econometric examples. The numerical integration strategies involve novel iterative, adaptive uses of Cartesian product and spherical rule quadrature formulae, together with importance sampling techniques.
ISSN:0304-4076
1872-6895
DOI:10.1016/0304-4076(88)90029-2