Bayesian networks are a very general tool that can be used for a large number of problems reasoning (using the Bayesian inference algorithm), learning (using the expectation maximization algorithm), planning (using decision networks) and perception (using dynamic Bayesian networks).

Bayesian model comparison is a method of model selection based on Bayes factors.

Bayesian updating is particularly important in the dynamic analysis of a sequence of data.

And the point about Bayesian decision theory is it gives you the mathematics of the optimal way to combine your prior knowledge with your sensory evidence to generate new beliefs.

As we go around, we learn about statistics of the world and lay that down, but we also learn about how noisy our own sensory apparatus is, and then combine those in a real Bayesian way.

And the framework is a memory framework, not a computation or behavior framework. It's a memory framework.

Framework

Policy framework

Institutional framework

Legal framework

Accountability framework

Administrative Framework.

Legislative framework.

Administrative Framework.

(c) Accountability framework.

The accountability framework

The new framework

Programme framework 2

Budget framework 8

Framework of Standards

The Legal Framework

Entrepreneurial framework conditions

Legal framework 5

Existing legal framework

Interim Cooperation Framework

Social union framework agreement

Priorities and legal framework

Functions and legal framework

Institutional and legal framework

Developing a legal framework.

A framework for action

Framework and capacity building

General and Legal Framework

Legal and institutional framework

Strengthening the institutional framework.

Conceptual framework for implementation

Strengthen the institutional framework

Multi year funding framework

Constitutional and Legislative Framework

UNHCR risk management framework

Existing Legal Framework Options

the poverty reduction strategy framework

Legal, policy and institutional framework.

C. Developing a legal framework

Integrated Monitoring and Evaluation Framework