This volume guides the reader along a statistical journey that begins with the basic structure of Bayesian theory, and then provides details on most of the past

Covering all aspects of probability theory, statistics and data analysis from a Bayesian perspective for graduate students and researchers.

An introduction to Bayesian statistics, with emphasis on interpretation of theory, and application of Bayesian ideas to practical problems. First part covers ba

Bayesian methods are growing more and more popular, finding new practical applications in the fields of health sciences, engineering, environmental sciences, bu

The modeling of item response data is governed by item response theory, also referred to as modern test theory. The eld of inquiry of item response theory has b