MPM_VSM Multivariate Statistical Analysis

Faculty of Economics and Administration
Autumn 2016
Extent and Intensity
2/2/0. 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 also offered to the students of the fields other than those the course is directly associated with.
The capacity limit for the course is 50 student(s).
Current registration and enrolment status: enrolled: 0/50, only registered: 0/50, only registered with preference (fields directly associated with the programme): 0/50
fields of study / plans the course is directly associated with
Abstract
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
Key topics
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
Study resources and 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
Approaches, practices, and methods used in teaching
theoretical lectures; computer-aided seminar sessions
Method of verifying learning outcomes and course completion requirements
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 2015, Autumn 2017, Autumn 2018, Autumn 2019, Autumn 2020, Autumn 2021, Autumn 2022, Autumn 2023, Autumn 2024, Autumn 2025, Autumn 2026.
  • Enrolment Statistics (Autumn 2016, recent)
  • Permalink: https://is.muni.cz/course/econ/autumn2016/MPM_VSM