A Bayesian inference and model selection algorithm with an optimisation scheme to infer the model noise power

J. Lopez-Santiago, L. Martino, J. Miguez +1

Model fitting is possibly the most extended problem in science. Classical approaches include the use of least-squares fitting procedures and maximum likelihood methods to estimate…