A Derivation of Quasi-Bayesian Theory - Robotics Institute Carnegie Mellon University

A Derivation of Quasi-Bayesian Theory

Tech. Report, CMU-RI-TR-97-37, Robotics Institute, Carnegie Mellon University, December, 1997

Abstract

This report presents a concise and complete theory of convex sets of distributions, which extends and unifies previous approaches. Lower expectations and convex sets of probability distributions are derived from axioms of preference; concepts of conditionalization, independence and conditional independence are defined based on convex sets of distributions.

BibTeX

@techreport{Cozman-1997-14546,
author = {Fabio Cozman},
title = {A Derivation of Quasi-Bayesian Theory},
year = {1997},
month = {December},
institute = {Carnegie Mellon University},
address = {Pittsburgh, PA},
number = {CMU-RI-TR-97-37},
}