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- Approximate_Bayesian_computation abstract "Approximate Bayesian computation (ABC) constitutes a class of computational methods rooted in Bayesian statistics. In all model-based statistical inference, the likelihood function is of central importance, since it expresses the probability of the observed data under a particular statistical model, and thus quantifies the support data lend to particular values of parameters and to choices among different models. For simple models, an analytical formula for the likelihood function can typically be derived. However, for more complex models, an analytical formula might be elusive or the likelihood function might be computationally very costly to evaluate.ABC methods bypass the evaluation of the likelihood function. In this way, ABC methods widen the realm of models for which statistical inference can be considered. ABC methods are mathematically well-founded, but they inevitably make assumptions and approximations whose impact needs to be carefully assessed. Furthermore, the wider application domain of ABC exacerbates the challenges of parameter estimation and model selection.ABC has rapidly gained popularity over the last years and in particular for the analysis of complex problems arising in biological sciences, e.g. in population genetics, ecology, epidemiology, and systems biology.".
- Approximate_Bayesian_computation wikiPageExternalLink ThesisReprint.pdf?8b0eec.
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- Approximate_Bayesian_computation wikiPageExternalLink abc.
- Approximate_Bayesian_computation wikiPageExternalLink j.1467-985X.2010.00643.x.
- Approximate_Bayesian_computation wikiPageExternalLink genomics.jun.alaska.edu.
- Approximate_Bayesian_computation wikiPageExternalLink msbayes.sourceforge.net.
- Approximate_Bayesian_computation wikiPageExternalLink abctoolbox.
- Approximate_Bayesian_computation wikiPageExternalLink 112-abc4f.html.
- Approximate_Bayesian_computation wikiPageExternalLink abc-sysbio.
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- Approximate_Bayesian_computation wikiPageID "11864519".
- Approximate_Bayesian_computation wikiPageRevisionID "604224683".
- Approximate_Bayesian_computation hasPhotoCollection Approximate_Bayesian_computation.
- Approximate_Bayesian_computation subject Category:Bayesian_statistics.
- Approximate_Bayesian_computation subject Category:Statistical_approximations.
- Approximate_Bayesian_computation type Abstraction100002137.
- Approximate_Bayesian_computation type Calculation105802185.
- Approximate_Bayesian_computation type Cognition100023271.
- Approximate_Bayesian_computation type Estimate105803379.
- Approximate_Bayesian_computation type HigherCognitiveProcess105770664.
- Approximate_Bayesian_computation type ProblemSolving105796750.
- Approximate_Bayesian_computation type Process105701363.
- Approximate_Bayesian_computation type PsychologicalFeature100023100.
- Approximate_Bayesian_computation type StatisticalApproximations.
- Approximate_Bayesian_computation type Thinking105770926.
- Approximate_Bayesian_computation comment "Approximate Bayesian computation (ABC) constitutes a class of computational methods rooted in Bayesian statistics. In all model-based statistical inference, the likelihood function is of central importance, since it expresses the probability of the observed data under a particular statistical model, and thus quantifies the support data lend to particular values of parameters and to choices among different models.".
- Approximate_Bayesian_computation label "Approximate Bayesian computation".
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- Approximate_Bayesian_computation sameAs Q4781761.
- Approximate_Bayesian_computation sameAs Q4781761.
- Approximate_Bayesian_computation sameAs Approximate_Bayesian_computation.
- Approximate_Bayesian_computation wasDerivedFrom Approximate_Bayesian_computation?oldid=604224683.
- Approximate_Bayesian_computation isPrimaryTopicOf Approximate_Bayesian_computation.