Bayesian computation via empirical likelihood

Approximate Bayesian computation (ABC) has become an essential tool for the analysis of complex stochastic models when the likelihood function is numerically unavailable. However, the well-established statistical method of empirical likelihood provides another route to such settings that bypasses si...

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Veröffentlicht in:	arXiv.org 2012-12
Hauptverfasser:	Mengersen, K L, Pudlo, P, Robert, C P
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bayesian analysis Computation Computer simulation Economic models Empirical analysis Genetics Mathematical models Population (statistical) Population genetics Quantitative Biology - Quantitative Methods Statistics - Computation Statistics - Methodology
Online-Zugang:	Volltext
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