Course detail

Statistical Methods in Practice

FP-smpPAcad. year: 2023/2024

Introduction to modern methods of statistical processing of data and possibilities of using statistical software, for example, tasks associated with analysis of the survey.

Language of instruction

Czech

Number of ECTS credits

2

Mode of study

Not applicable.

Guarantor

doc. Mgr. Veronika Novotná, Ph.D.

Department

Institute of Informatics (ÚI)

Entry knowledge

Elements of probability theory and mathematical statistics .

Rules for evaluation and completion of the course

credit
Condition of obtaining credit is Poro development seminar work as the tutor. An excused absence of a student from seminars can be compensated for by submitting solution of alternate exercises.
Attendance at lectures is not compulsory but is recommended. Attendance at seminars is checked. Excused absence for student exercises can be replaced by a spare tasks.

Aims

Students will be able to design appropriate questionnaire and then evaluate the data. They will be able to process how to use commonly available Microsoft Excel, so statisticly specialized software.
Ability to work with specialized software, knowledge bases analysis surveys, methods of ANOVA and cluster analysis

Study aids

Not applicable.

Prerequisites and corequisites

Not applicable.

Basic literature

ŘEZANKOVÁ, Hana. Analýza dat z dotazníkových šetření : (druhé vydání). 2. vyd. Praha : Professional Publishing, 2010. 217 s. ISBN 978-807-4310-195. (CS)
ŘEZANKOVÁ, Hana; HÚSEK, Dušan; SNÁŠEL, Václav. Shluková analýza dat. 2., rozš. vyd. Praha : Professional Publishing, 2009. 218 s. ISBN 978-808-6946-818. (CS)
BUDÍKOVÁ, Marie; KRÁLOVÁ, Maria; MAROŠ, Bohumil. Průvodce základními statistickými metodami. 1. vyd. Praha : Grada, 2010. 272 s. ISBN 978-802-4732-435. (CS)

Recommended reading

BUDÍKOVÁ, Marie; KRÁLOVÁ, Maria; MAROŠ, Bohumil. Průvodce základními statistickými metodami. 1. vyd. Praha : Grada, 2010. 272 s. ISBN 978-802-4732-435. (CS)
ŘEZANKOVÁ, Hana; HÚSEK, Dušan; SNÁŠEL, Václav. Shluková analýza dat. 2., rozš. vyd. Praha : Professional Publishing, 2009. 218 s. ISBN 978-808-6946-818. (CS)
ŘEZANKOVÁ, Hana. Analýza dat z dotazníkových šetření : (druhé vydání). 2. vyd. Praha : Professional Publishing, 2010. 217 s. ISBN 978-807-4310-195. (CS)

Classification of course in study plans

  • Programme MGR Master's

    branch MGR-ŘEP , 1. year of study, summer semester, elective

Type of course unit

 

Lecture

13 hours, optionally

Teacher / Lecturer

doc. Mgr. Veronika Novotná, Ph.D.

Syllabus

1) Repetition - processing of data files, testing statistical hypotheses
2) Designing a questionnaire
3) Analysis of dependence
4) Compare Files
5) Principles of clustering
6) Biologically inspired algorithms

Exercise

13 hours, compulsory

Teacher / Lecturer

doc. Mgr. Veronika Novotná, Ph.D.

Syllabus

Topics exercises are consistent with the topics of lectures.