ESF:MPM_VSM Multivariate Analysis - Course Information

MPM_VSM Multivariate Statistical Analysis

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

• Business Management (programme ESF, M-EKM)
• Business Management (programme ESF, N-EKM)
• Business Informatics (programme ESF, N-SI)

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)

Study Materials
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.

• Enrolment Statistics (Autumn 2016, recent)
  
• Permalink: https://is.muni.cz/course/econ/autumn2016/MPM_VSM