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Multivariate Analysis/Business Statistics

6

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#70190 / #4

Seit WS 2019/20

Fakultät VII

H 57

Institut für Volkswirtschaftslehre und Wirtschaftsrecht

37312100 FG Ökonometrie und Wirtschaftsstatistik

Werwatz, Axel

Plitzko, Franziska

axel.werwatz@tu-berlin.de

POS-Nummer PORD-Nummer Modultitel
120370 19102 Multivariate Analysis / Business Statistics

Learning Outcomes

How to use statictical methods to explore, summarize, classify, cluster or explain multivariate data.

Content

Explorative data analysis, Multivariate Distributions and Inference, Discriminant Analysis, Cluster Analysis, Principal Component Analysis, Factor Analysis

Module Components

Pflichtgruppe:

All Courses are mandatory.

Course Name Type Number Cycle Language SWS VZ
Multivariate Analysis/Business Statistics VL 71 210 L 1586 SS English 2
Multivariate Analysis/Business Statistics UE 71 210 L 1587 SS English 2

Workload and Credit Points

Multivariate Analysis/Business Statistics (VL):

Workload description Multiplier Hours Total
Class attendance 15.0 2.0h 30.0h
Pre/post processing 15.0 2.0h 30.0h
60.0h(~2 LP)

Multivariate Analysis/Business Statistics (UE):

Workload description Multiplier Hours Total
Class attendance 15.0 2.0h 30.0h
Pre/post processing 15.0 2.0h 30.0h
60.0h(~2 LP)

Course-independent workload:

Workload description Multiplier Hours Total
Exam preparation 1.0 60.0h 60.0h
60.0h(~2 LP)
The Workload of the module sums up to 180.0 Hours. Therefore the module contains 6 Credits.

Description of Teaching and Learning Methods

Lecture and Exercise. Exercises take place at the computer lab where real or simulated data and the statistics software package STATA is used. An introduction to STATA will be given at the beginning of the course (Übung/Exercises).

Requirements for participation and examination

Desirable prerequisites for participation in the courses:

Ökonometrie

Mandatory requirements for the module test application:

1. Requirement
Modul70232 [Statistik II für Wirtschaftswissenschaften] passed
2. Requirement
Modul70231 [Statistik I für Wirtschaftswissenschaften] passed

Module completion

Grading

graded

Type of exam

Written exam

Language

English

Duration/Extent

Exam will take 90min

Duration of the Module

The following number of semesters is estimated for taking and completing the module:
1 Semester.

This module may be commenced in the following semesters:
Sommersemester.

Maximum Number of Participants

This module is not limited to a number of students.

Registration Procedures

Please note the information posted on the website (http://www.statistik.tu-berlin.de).

Recommended reading, Lecture notes

Lecture notes

Availability:  unavailable

Electronical lecture notes

Availability:  available
Additional information:
Unterlage wird passwortgeschützt für Teilnehmer auf ISIS hochgeladen.

Literature

Recommended literature
Afifi, A., Clark, V. A. und May, S. (2004), Computer-Aided Multivariate Analysis, 4th Edition, Chapman & Hall
Backhaus, K., Erichson, B. und Plinke, W. (2006), Multivariate Analysemethoden - Eine anwendungsorientierte Einführung, 11. Aufl., Springer Verlag
Hamilton, L. C. (2006), Statistics with STATA, Brooks/Cole
Hastie, T., Tibshirani, R. und Friedman, J. H. (2003) The Elements of Statistical Learning, Springer
Härdle, W. und Simar, L. (2006), Applied Multivariate Statistical Analysis, Springer

Assigned Degree Programs

This module is used in the following Degree Programs (new System):

Verwendungen (2)
Studiengänge: 2 Stupos: 2 Erstes Semester: WS 2019/20 Letztes Semester: offen

This moduleversion is used in the following modulelists:

Students of other degrees can participate in this module without capacity testing.

Miscellaneous

No information