702835 Introduction to Higher Analysis: Bayesian Inverse Problems

summer semester 2015 | Last update: 13.03.2015 Place course on memo list
702835
Introduction to Higher Analysis: Bayesian Inverse Problems
VO 2
4
weekly
annually
English

To understand and apply the contents of the lectures. :-)

This includes: Construction of Likelihood functionen und priors, interpretation of posterior distributions, Bayesian Filtering, Avoiding of inverse crimes.

Acquisition of the foundations of Statistical Inverse Problems and their Application. In particular, the analysis of modeling errors and the prevention of "Inverse Crimes".  The lectures are based on the textbook "Statistical and Computational Inverse Problems" by J. Kaipio and E. Somersalo.

\bibitem{KaSo07}
J. Kaipio and E. Somersalo:
\newblock Statistical inverse problems: Discretization, model reduction and inverse crimes.
\emph{Journal of Computational and Applied Mathematics} \textbf{198} 493-504,  2007.

\bibitem{KaSo05}
J. Kaipio and E. Somersalo:
\newblock Statistical and Computational Inverse Problems.
\emph{Springer Verlag}, New York  2005.

not applicable
03.03.2015
Group 0
Date Time Location
Tue 2015-03-03
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-03-10
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-03-17
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-03-24
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-04-14
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-04-21
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-04-28
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-05-05
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-05-12
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-05-19
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-05-26
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-06-02
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-06-09
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-06-16
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free
Tue 2015-06-23
12.15 - 14.00 HS E (Technik) HS E (Technik) Barrier-free