data science, dynamic simulation modelling, genomics, interactive visualisation, dashboards, image & video analysis
e: cnr.lwlss@gmail.comt: @cnrlwlss
I recently bought a copy of the latest edition of Darren Wilkinson’s book: Stochastic Modelling for Systems Biology because I’m interested to see what he has to say about Approximate Bayesian Computation (ABC). Browsing through, I am reminded of the very useful example in Chapter 11: Inference for stochastic kinetic Models, which describes a likelihood-free method for Bayesian inference of dynamic simulation model parameters. This approach involves using a bootstrap particle filter for marginal likelihood estimation. ... Read more