1. Many recent statistical applications involve inference under complex models, where it is computationally prohibitive to calculate likelihoods but possible to simulate data. Approximate Bayesian computation (ABC) is devoted to these complex models because it bypasses the evaluation of the likelihood function by comparing observed and simulated data.
abc: an R package for approximate Bayesian computation (ABC)
Katalin Csill'ery,O. François,M. Blum
Published 2011 in Methods in Ecology and Evolution
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- Publication year
2011
- Venue
Methods in Ecology and Evolution
- Publication date
2011-06-14
- Fields of study
Biology, Physics, Computer Science, Mathematics, Environmental Science
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