Jayanta K. Ghosh, An Introduction to Bayesian Analysis: Theory and Methods (Repost)
Jayanta K. Ghosh, An Introduction to Bayesian Analysis: Theory and Methods
ISBN: 0387400842 | edition 2006 | PDF | 356 pages | 15 mb
ISBN: 0387400842 | edition 2006 | PDF | 356 pages | 15 mb
This is a graduate-level textbook on Bayesian analysis blending modern Bayesian theory, methods, and applications. Starting from basic statistics, undergraduate calculus and linear algebra, ideas of both subjective and objective Bayesian analysis are developed to a level where real-life data can be analyzed using the current techniques of statistical computing.