This study was done in collaboration with Jack Dvorkin and Amos Nur of the Stanford Rock-Physics Group, and I would like to thank them for the many discussions on the topic. I would also like to thank Gary Mavko for helpful suggestions, especially on the relevance of uncertainty assessment. Furthermore, I would like to thank Sergey Fomel for the use of his inversion library.