545-0037/03 – Stochastic Methods of Modelling (SSMM)

Gurantor departmentDepartment of Economics and Control SystemsCredits5
Subject guarantordoc. Ing. Pavel Staša, Ph.D.Subject version guarantordoc. Ing. Pavel Staša, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semesterwinter
Study languageCzech
Year of introduction1999/2000Year of cancellation2019/2020
Intended for the facultiesHGFIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
BRI10 prof. Ing. Radim Briš, CSc.
SOU70 RNDr. Radmila Sousedíková, Ph.D.
STA172 doc. Ing. Pavel Staša, Ph.D.
SVU008 Ing. Jiří Švub, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Part-time Credit and Examination 6+6

Subject aims expressed by acquired skills and competences

The aim of the subject is to meet students two courses: Automation and Computers in the Raw Industry, System Enggineering, with possibilities and principles of stochastics systems modelling.

Teaching methods

Lectures
Tutorials

Summary

This subject contains bases from process of data analysis such descriptive statistics, distribution analysis, statistical hypothesis tests, analysis of variance (ANOVA), linear regression and time series analysis. Practical exercises use special statistical software SAS from American company SAS Institute and Excel - common software Microsoft Office.

Compulsory literature:

GARDNER, J., POWERS, B., McDOWELL, B.: Getting Started with Enterprise Guide. Software Course Notes. SAS Institute Inc. USA, 2001. GUNDERSON, A.: Interactive Statistics. [online]. USA, Prentice Hall, 2002. HTML format. TRUXILLO, C. Statistical Analysis Using Enterprise Guide. Software Course Notes. SAS Institute Inc. USA, 2001. Elementary Concepts in Statistics. [online]. Stat Soft Inc, 1984-2003. www:

Recommended literature:

MENDENHALL, W. Second Course in Statistics, Regression Analysis. USA: University of Florida, 2003. ISBN 0-13-022323-9. TRUXILLO, C.: Statistical Analysis Using Enterprise Guide. Software Course Notes. SAS Institute Inc. USA, 2001.

Way of continuous check of knowledge in the course of semester

Individually check over the processing of semester works.

E-learning

Other requirements

Students develop individual programs by entering a teacher.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1.Chance quantity and its characteristic, stochastic processes 2.Stochastic sample, distribution analysis 3.Interval and punctual parameter estimation 4.Statistical hypothesis tests 5.Analysis of variance 6.Linear regression analysis 7.Correlation analysis 8.Time series analysis 9.Statistical software SAS

Conditions for subject completion

Full-time form (validity from: 2013/2014 Winter semester, validity until: 2014/2015 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)		Min. number of pointsMax. počet pokusů
Exercises evaluation and Examination Credit and Examination 100 (100) 51 3
        Exercises evaluation Credit 33 (33) 17 3
                Project Project 17  7 3
                Written exam Written test 16  10 3
        Examination Examination 67 (67) 34 3
                Written examination Written examination 30  10 3
                Oral Oral examination 37  24 3
Mandatory attendence participation:

Show history

Conditions for subject completion and attendance at the exercises within ISP:

Show history

Occurrence in study plans

Academic yearProgrammeBranch/spec.Spec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2019/2020 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2007/2008 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2006/2007 (B2102) Mineral Raw Materials (6209R013) Information and System Management P Czech Ostrava 2 Compulsory study plan
2006/2007 (B2102) Mineral Raw Materials (6209R013) Information and System Management K Czech Ostrava 2 Compulsory study plan
2006/2007 (B2102) Mineral Raw Materials (6209R013) Information and System Management K Czech Most 2 Compulsory study plan
2005/2006 (B2102) Mineral Raw Materials (6209R013) Information and System Management P Czech Ostrava 2 Compulsory study plan
2005/2006 (B2102) Mineral Raw Materials (6209R013) Information and System Management K Czech Ostrava 2 Compulsory study plan
2005/2006 (B2102) Mineral Raw Materials (6209R013) Information and System Management K Czech Most 2 Compulsory study plan
2004/2005 (B2102) Mineral Raw Materials (6209R013) Information and System Management P Czech Ostrava 2 Compulsory study plan
2004/2005 (B2102) Mineral Raw Materials (6209R013) Information and System Management K Czech Ostrava 2 Compulsory study plan
2003/2004 (B2102) Mineral Raw Materials (6209R013) Information and System Management K Czech Ostrava 2 Compulsory study plan
2003/2004 (B2102) Mineral Raw Materials (6209R013) Information and System Management P Czech Ostrava 2 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner

Assessment of instruction



2017/2018 Winter
2016/2017 Winter
2015/2016 Winter
2014/2015 Winter