ABSTRACT

Statistical Computing in Nuclear Imaging introduces aspects of Bayesian computing in nuclear imaging. The book provides an introduction to Bayesian statistics and concepts and is highly focused on the computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements. Basic statistical concepts, elements of

chapter 1|36 pages

Basic statistical concepts

chapter 2|30 pages

Elements of decision theory

chapter 3|32 pages

Counting statistics

chapter 4|30 pages

Monte Carlo methods in posterior analysis

chapter 5|50 pages

Basics of nuclear imaging

chapter 6|30 pages

Statistical computing