Course title  Applied Statistics II 

Course code  MU/11184 
Organizational form of instruction  Lesson 
Level of course  Bachelor 
Year of study  2 
Semester  Summer 
Number of ECTS credits  2 
Language of instruction  Czech 
Status of course  Compulsoryoptional 
Form of instruction  Facetoface 
Work placements  This is not an internship 
Recommended optional programme components  None 
Course availability  The course is available to visiting students 
Lecturer(s) 


Course content 
Statistical models. The geometry of the space of probability distributions. Singular statistical models. Variational Bayesian methods. Hierarchical models PseudoBayesian methods: Expectationmaximization algorithm. Empirical Bayesian methods. First encounter with stochastic differential equations. Kalman filters. Dynamic filters. Purposeful control under random influences.

Learning activities and teaching methods 
unspecified 
Recommended literature 

Study plans that include the course 
Faculty  Study plan (Version)  Branch of study Category  Recommended year of study  Recommended semester 

Mathematical Institute in Opava  Mathematical Methods in Economics (2)  Economy  2  Summer 
Mathematical Institute in Opava  Applied Mathematics in Risk Management (3)  Mathematics courses  2  Summer 
Mathematical Institute in Opava  Mathematical Methods in Economics (3)  Economy  2  Summer 