Publisher description for Introduction to Bayesian scientific computing : ten lectures on subjective computing / Daniela Cavetti, Erkki Somersalo.


Bibliographic record and links to related information available from the Library of Congress catalog


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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 immersion 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.


Library of Congress subject headings for this publication:
Mathematical statistics.
Inverse problems (Differential equations)
Bayesian statistical decision theory.