Rousseau, Judith; Marin, Jean-Michel; Robert, Christian P. - Université Paris-Dauphine (Paris IX) - 2011
This chapter provides a overview of Bayesian inference, mostly emphasising that it is a universal method for summarising uncertainty and making estimates and predictions using probability statements conditional on observed data and an assumed model (Gelman 2008). The Bayesian perspective is thus...