STS Theory - provides the basic
information about the elementary tasks of Bayesian theory.
They are: simulation,
estimation, prediction, control and classification.
Elementary Tasks - here is
the description of the most simple programs of the
Bayesian tasks. The programs are in
the corresponding directory or zipped here.
Advanced Tasks - here are
more complex programs where the elementary tasks are
interconnected to more complex
units. The programs are in the corresponding directory
or zipped here.
Applications - here, simulation
models for driven car and level of service are presented.
The programs solve the elementary
tasks for data generated by these simulation models.
The programs are in the
corresponding directory or zipped here.
The whole course can be downloaded here.