MPM_VSM Multivariate Statistical Analysis

Faculty of Economics and Administration
Autumn 2015
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
doc. Mgr. Maria Králová, Ph.D.
Department of Applied Mathematics and Computer Science – Faculty of Economics and Administration
Contact Person: Lenka Hráčková
Supplier department: Department of Applied Mathematics and Computer Science – Faculty of Economics and Administration
Timetable of Seminar Groups
MPM_VSM/01: Tue 11:05–12:45 VT204, 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
    High Order ANOVA
    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 (probably available only in Czech)
The course is taught annually.
General note: Původní název předmětu: Statistika3 (naposledy v semestru podzim 2013).
Information about innovation of course.
This course has been innovated under the project "Inovace studia ekonomických disciplín v souladu s požadavky znalostní ekonomiky (CZ.1.07/2.2.00/28.0227)" which is cofinanced by the European Social Fond and the national budget of the Czech Republic.

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The course is also listed under the following terms Autumn 2014, Autumn 2016, Autumn 2017, Autumn 2018, Autumn 2019, Autumn 2020, Autumn 2021, Autumn 2022, Autumn 2023, Autumn 2024.
  • Enrolment Statistics (Autumn 2015, recent)
  • Permalink: https://is.muni.cz/course/econ/autumn2015/MPM_VSM