BPM_STA3 Statistics 3

Faculty of Economics and Administration
Autumn 2011
Extent and Intensity
2/2. 8 credit(s). Type of Completion: zk (examination).
Teacher(s)
doc. Mgr. Maria Králová, Ph.D. (lecturer)
doc. Mgr. Maria Králová, Ph.D. (seminar tutor)
Guaranteed by
RNDr. Luboš Bauer, CSc.
Department of Applied Mathematics and Computer Science – Faculty of Economics and Administration
Contact Person: Lenka Hráčková
Timetable
Mon 11:05–12:45 P304
  • Timetable of Seminar Groups:
BPM_STA3/01: Mon 12:50–14:30 VT105, M. Králová
BPM_STA3/02: Tue 11:05–12:45 VT206, M. Králová
Prerequisites
The basic terms in calculus of probability and mathematical statistics.
Course Enrolment Limitations
The course is offered to students of any study field.
Course objectives
At the end of the course students should
- be well versed in advanced statistical methods
- be able to performe a competent selection of an appropriate method with regard to particular problems
- be able to interpret statistical analysis outputs
Syllabus
  • An Outline of Different Approaches to Ordinal Data Analysis
    Principal Component Analysis
    Factor Analysis
    Cluster Analysis
    Discriminant Analysis
    Canonical Correlation Analysis
    Multidimensional Scaling
    Classification Trees
    Introduction to Survival Analysis
    Tests and Regression in Survival Analysis
    Logistic and Ordinal Regression
Literature
    recommended literature
  • MELOUN, Milan, Jiří MILITKÝ and Martin HILL. Počítačová analýza vícerozměrných dat v příkladech. Vyd. 1. Praha: Academia, 2005, 449 s. ISBN 8020013350. info
Teaching methods
theoretical lectures; computer-aided seminar sessions
Assessment methods
The final grade is given by the score of the final test. The requirement for taking the test is: to be active at seminar sessions which are compulsory.
Language of instruction
Czech
Further Comments
Study Materials
The course is taught annually.
The course is also listed under the following terms Autumn 2012, Autumn 2013.
  • Enrolment Statistics (Autumn 2011, recent)
  • Permalink: https://is.muni.cz/course/econ/autumn2011/BPM_STA3