Probabilistic Approaches in Activity Prediction
Dmitry A. Filimonov, Vladimir Poroikov · Royal Society of Chemistry eBooks · 2008
Biological activity has a probabilistic nature, and the most appropriate approaches in activity prediction are based on the theory of probability. The statistical nature of the maximum likelihood method and the Bayesian approach is well recognized, but many other methods (multiple regression, factor...