639-0810/03 – Mathematical Statistics (MS)

Gurantor departmentDepartment of Quality ManagementCredits5
Subject guarantorprof. RNDr. Josef Tošenovský, CSc.Subject version guarantorprof. RNDr. Josef Tošenovský, CSc.
Study levelundergraduate or graduateRequirementChoice-compulsory
Year1Semesterwinter
Study languageCzech
Year of introduction2004/2005Year of cancellation
Intended for the facultiesFMTIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
HAL37 Ing. Mgr. Petra Halfarová, Ph.D.
TOS40 prof. RNDr. Josef Tošenovský, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 3+2
Combined Credit and Examination 18+0

Subject aims expressed by acquired skills and competences

1) Knowledge of elementary methods of mathematical statistics: - calculation of basic characteristics, - parameter estimation, - hypothesis testing, - regression and correlation analysis 2) Real data analysis

Teaching methods

Lectures
Seminars
Tutorials
Project work

Summary

Processing and analysis of the data which represent unknown population, making models of real situations for extrapolation and interpolation. The basic chapters of mathematical statistics: numerical characteristics, theory of estimation, regression and correlation analysis,testing of hypothesis.

Compulsory literature:

1. Sheskin,D.J.: Handbook of Parametric and Nonparametric Statistical Procedures. Chapmanand Hall, USA 2003. 2. Parzen,E.: Modern Probability Theory and Its Applications. NY, J.Wiley, 1960.

Recommended literature:

1. Montgomery, D. C.: Applied Statistics and Probability for Engineers. NY, Wiley, 2010. ISBN: 978-0-470-50578-6

Way of continuous check of knowledge in the course of semester

Test Essay

E-learning

None, none, none, none, none, none

Další požadavky na studenta

None, none, none, none, none, none

Prerequisities

Subject codeAbbreviationTitleRequirement
639-0405 TP Theory of Probability Recommended

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Random Sampling 2. Data Description - Mean, Variance, Standard Deviation, Median, Others 3. Point Estimation of Parameters 4. Statistical Intervals fot a Single Sample 5. Tests of Hypotheses for a Single Sample 6. Simple Linear Regression and Correlation 7. Multiple Linear Regression 8. Test of Independence in Contingency Tables 9. Multivariate Statistical Analysis 10. Graphical Methods for Data Analysis

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester, validity until: 2011/2012 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 40 (40) 0
                Project Project 12  0
                Written exam Written test 28  0
        Examination Examination 60 (60) 0
                Written examination Written examination 50  0
                Oral Oral examination 10  0
Mandatory attendence parzicipation:

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Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2014/2015 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2014/2015 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2014/2015 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2013/2014 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2013/2014 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2012/2013 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2012/2013 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2011/2012 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2010/2011 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2010/2011 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2010/2011 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2009/2010 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2008/2009 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2008/2009 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2008/2009 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2007/2008 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2007/2008 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2006/2007 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2006/2007 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials K Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys K Czech Ostrava 1 Compulsory study plan
2005/2006 (N3923) Materials Engineering (3911T030) Engineering Materials K Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies K Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production K Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics K Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N3923) Materials Engineering (3911T031) Diagnostics and Design of Materials P Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N3923) Materials Engineering (3911T029) Non-ferrous Metals and Special Alloys P Czech Ostrava 1 Compulsory study plan
2005/2006 (N3923) Materials Engineering (3911T030) Engineering Materials P Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N2109) Metallurgical Engineering (2109T033) Foundry Technologies P Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N2109) Metallurgical Engineering (2109T035) Technologies of Metal Production P Czech Ostrava 1 Choice-compulsory study plan
2005/2006 (N2109) Metallurgical Engineering (2109T025) Thermal Engineering and Industrial Ceramics P Czech Ostrava 1 Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
FMMI 2016/2017 Full-time English Compulsory 601 - Study Office stu. block
FMMI 2015/2016 Full-time English Compulsory 601 - Study Office stu. block
FMMI_N 2014/2015 Full-time Czech Compulsory 601 - Study Office stu. block
FMMI 2013/2014 Full-time Czech Compulsory 601 - Study Office stu. block
FMMI 2012/2013 Full-time Czech Compulsory 601 - Study Office stu. block
FMMI_ECTS 2011/2012 Full-time Czech Compulsory 600 - Faculty of Materials Science and Technology - Dean's Office stu. block