HERBEI, RADU; McKEAGUE, IAN W. - In: Scandinavian Journal of Statistics 36 (2009) 4, pp. 839-853
In the Bayesian approach to ill-posed inverse problems, regularization is imposed by specifying a prior distribution on the parameters of interest and Markov chain Monte Carlo samplers are used to extract information about its posterior distribution. The aim of this paper is to investigate the...