This entry is from Winter semester 2016/17 and might be obsolete. You can find a current equivalent here.

# Internship Stochastics (dt. Praktikum zur Stochastik)

 Level, degree of commitment Practical module, depends on importing study program Forms of teaching and learning,workload Internship (4 SWS), 180 hours (60 h attendance, 120 h private study) Credit points,formal requirements 6 CP Course requirement(s): Translation is missing, sorry. German original: Die Prüfung besteht aus acht bis zehn Einzeltestaten, zwei mündlichen Präsentationen und einer schriftlichen Ausarbeitung. Examination type: None, but attendance is compulsory. Language,Grading German,The module is ungraded in accordance with the examination regulations for the degree program B.Sc. Business Mathematics. Origin B.Sc. Business Mathematics Duration,frequency One semester, In the summer semester / as a block course during the lecture-free period in spring Person in charge of the module's outline Prof. Dr. Markus Bibinger, Prof. Dr. Hajo Holzmann

## Contents

The practical course is based on the statistics software ''R''. First, the functionalities of ''R'' are introduced. Subsequently, the theory is briefly introduced to the topics listed below. The methods introduced are investigated with ''R'' on the basis of simulations and applied to data sets.

Topics (only a selection is covered)

• Basics in dealing with R
• Random variables and their simulation
• descriptive statistics and graphics
• Point and interval estimation
• Statistical hypothesis tests
• Analysis of multivariate data
• Linear Regression
• Covariance and variance analysis
• Generalized linear models

## Qualification Goals

The students shall

• learn how to use the statistics software R,
• be able to investigate statistical methods by means of suitable simulations,
• be able to apply appropriate statistical methods to given data sets and problems,
• to summarize the obtained results in an appropriate written report,
• gain experience in teamwork and work organisation during the development of tasks.

## Prerequisites

Translation is missing. Here is the German original:

Keine. Empfohlen werden die Kompetenzen, die in den Basismodulen und im Aufbaumodul Elementare Stochastik vermittelt werden

## Applicability

The module can be attended at FB12 in study program(s)

• B.Sc. Data Science
• B.Sc. Computer Science
• B.Sc. Mathematics
• M.Sc. Mathematics

When studying B.Sc. Business Mathematics, this module can be attended in the study area Specialization Modules.

The module can also be used in other study programs (export module).

Die Wahlmöglichkeit des Moduls ist dadurch beschränkt, dass es dem Schwerpunkt Stochastik and den wirtschaftswissenschaften Schwerpunkten zugeordnet ist.