Statistics in Management 1155-12-M21-0-StMan

Lecture:
Basic terminology in mathematical statistics. A concept of probability. Random variables – discrete and continuous. Theoretical distributions of random variables – Gauss, t-Student, chi-squared and F distributions. Techniques of random sampling. Theory of statistical inference. Interval estimation of parameters. Hypotheses testing. Statistical measure of codependence.
Classes:
A definition of probability, Conditional probability. Random variable, distributions of random variables. Binominal and Poisson distributions in economic applications. A probability in Gauss distribution. Interval estimation of parameters, Parametric and non-parametric hypotheses testing. Hypotheses testing and codependence analysis.

Total student workload

lecture 15 h classes 15 h workshop evaluation 5 h exam 5 h consultations 22,5 h self work 32,5 h preparation for exam 30 h Totally 125 h

Learning outcomes - knowledge

W1. Knows statistical distributions and their application in statistical inference (estimation, hypotheses testing) (K_W04) W2. Knows and evaluates methods of analysis of statistical codependence and its applications in management (K_W04)

Learning outcomes - skills

U1. Possess practical skills in using statistical methods in management, mainly statistical inference methods (K_U04)

Learning outcomes - social competencies

K1. Uses competences in creation and application of statistical instruments in global environment (K_K04)

Teaching methods

lecture, classes

Expository teaching methods

- problem-based lecture
- informative (conventional) lecture

Exploratory teaching methods

- practical

Type of course

compulsory course

Prerequisites

Basic statistics

Course coordinators

Magdalena Osińska

Assessment criteria

W1 writen exam+++
W2 writen exam+++
U1 test and solving statistical problems +++
W1est and solving statistical problems +
W2 est and solving statistical problems +
U1 observation ++

Additional information

Additional information (registration calendar, class conductors, localization and schedules of classes), might be available in the USOSweb system:

Description of 1155-12-M21-0-StMan in USOSweb