Diskussion:Approximate Bayesian Computation

Warum notwendig?

interessantes Zitat: "The Bayesian paradigm provides a natural framework to treat parameter estimation and model selection. Unfortunately, for stochastic models it is often impossible to calculate the likelihood efficiently, prohibiting a range of metho ods, such as e.g. variational inference [7], to approximate the Bayesian posterior. This has lead to the development of Approximate Bayesian Computation (ABC) schemes [2,14]..." Aus A scheme for adaptive selection of population sizes in Approximate Bayesian Computation-Sequential Monte Carlo E Klinger, J Hasenauer - Computational Methods in Systems Biology, 2017 biggerj1 (Diskussion) 22:10, 7. Mai 2023 (CEST)