An Introduction to Bayesian Scientific Computing

This book has been written for undergraduate and graduate students in various areas of mathematics and its applications. It is for students who are willing to get acquainted with Bayesian approach to computational science but not necessarily to go through the full immerson into the statistical analysis. It has also been written for researchers working in areas where mathematical and statistical modeling are of central importance, such as biology and engineering.Somersalo, Erkki is the author of 'An Introduction to Bayesian Scientific Computing', published 2007 under ISBN 9780387733937 and ISBN 0387733930.