softwareunderground / repro-zoo

Open & executable reproductions of figures and other results from papers in earth science & engineering.
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A Bayes tour of inversion: A tutorial #47

Open kwinkunks opened 1 year ago

kwinkunks commented 1 year ago

A Bayes tour of inversion: A tutorial

Tadeusz J. Ulrych, Mauricio D. Sacchi, and Alan Woodbury

https://doi.org/10.1190/1.1444923

It is unclear whether one can (or should) write a tutorial about Bayes. It is a little like writing a tutorial about the sense of humor. However, this tutorial is about the Bayesian approach to the solution of the ubiquitous inverse problem. Inasmuch as it is a tutorial, it has its own special ingredients. The first is that it is an overview; details are omitted for the sake of the grand picture. In fractal language, it is the progenitor of the complex pattern. As such, it is a vision of the whole. The second is that it does, of necessity, assume some ill‐defined knowledge on the part of the reader. Finally, this tutorial presents our view. It may not appeal to, let alone be agreed to, by all.