Přístupnostní navigace
E-application
Search Search Close
Course detail
FP-masPAcad. year: 2026/2027
The course deals with main ideas and methods of mathematical statistics, evaluation and checking the production process with methods of statistical process control and process capability index, determination of the characteristics of acceptance sampling and inventory management, basic concepts and methods of solving matrix games and exploratory analysis.Basic contents:Random variable, mathematical statistics, statistical process control, capability index, statistical acceptance sampling, inventory management, matrix games, multivariate statistical methods.
Language of instruction
Number of ECTS credits
Assignment to study programme types
Mode of study
Guarantor
Department
Entry knowledge
Rules for evaluation and completion of the course
COURSE COMPLETION
The course-unit credit is awarded on the following conditions (max. 50 points):- written test
The exam (max. 50 points)- written test
The grade, which corresponds to the total sum of points achieved (max 100 points), consists of:- written test (max. 50 points),- written exam (max. 50 points)
Minimum score requirements for successfully passing the test will be established for both tests.
The grade and corresponding points:A (100-90), B (89-80), C (79-70), D (69-60), E (59-50), F (49-0).
Attendance at lectures is not mandatory but is recommended. Attendance at exercises checked by the tutor.
Aims
The objective of the course is to learn students to work with the random variables, to work with statistical data sets, to use methods of statistical process control, process capability indexes, acceptance sampling, inventory management and analyze conflicting decision situations.Students will gain knowledge of mathematical statistics, will be able to evaluate and control the production process with methods of statistical process control and process capability index, to evaluate the characteristics of acceptance sampling and inventory management, to analyze conflicting decision situations.
To develop students' awareness and ability to use statistical tools as a basis for data analysis in the management of individual business activities.
Study aids
see Course literature.Study materials available on e-learning.
Prerequisites and corequisites
Basic literature
Recommended reading
Elearning
Classification of course in study plans
Lecture
Teacher / Lecturer
Syllabus
The course deals with main ideas and methods of mathematical statistics, evaluation and checking the production process with methods of statistical process control and process capability index, determination of the characteristics of acceptance sampling and inventory management, basic concepts and methods of solving matrix games.Basic contents:
Parametric tests
Non-parametric tests
Goodness-of-fit tests
ANOVA
Regression analysis
Time series analysis
Contingency tables
Categorical data analysis
Statistical process control
Control charts for variables (measurement)
Control charts for attributes (counting/comparison)
Capability indices
Dependent demand inventory model
Independent demand inventory model
Exercise
The topics of exercises correspond to the topics dealt with in the lectures.
Self-study
Individual preparation for an ending of the course