639-0930/01 – Statistical Processing of Experimental Data (SZED)

Gurantor departmentDepartment of Quality ManagementCredits10
Subject guarantorprof. RNDr. Josef Tošenovský, CSc.Subject version guarantorprof. RNDr. Josef Tošenovský, CSc.
Study levelpostgraduateRequirementChoice-compulsory
YearSemesterwinter + summer
Study languageCzech
Year of introduction1999/2000Year of cancellation2012/2013
Intended for the facultiesFMTIntended for study typesDoctoral
Instruction secured by
LoginNameTuitorTeacher giving lectures
TOS40 prof. RNDr. Josef Tošenovský, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 0+0
Part-time Credit and Examination 0+0

Subject aims expressed by acquired skills and competences

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

Teaching methods

Lectures
Individual consultations
Project work

Summary

The subject follows up on probability theory. It uses the tools of probability to present estimation of population parameters, hypothesis testing, modelling of technological processes with regression models and their assessment by correlation analysis. Multivariate regression is taught under the required theoretical conditions. Correlation analysis shows ways of measuring dependence for various types of variables.

Compulsory literature:

KUTNER, M. H.,CH. J. NACHTSHEIM and J. NETER. Applied Linear Regression Models. NY:McGraw-Hill, 2004. ISBN 0-07-301344-7. BOX,G. E. P.,HUNTER,W.G.andHUNTER,J.S. Statistics for Experimenters. NY: Wiley&Sons, 1978. ISBN 0-471-09315-7. JAMES, G., D. WITTEN, T. HASTIE a R. TIBSHIRANI. An Introductuion to Statistical Learning. NY: Springer, 2013. ISBN 978-1-4614-7138-7. DRAPER, N. R. and H. SMITH. Applied Regression Analysis. NY: Wiley, 1998. ISBN 978-0471170822. RYAN, T. P. Modern Regression Methods. NY: Wiley, 2008. ISBN 978-0470550441.

Recommended literature:

MONTGOMERY, D. C. Applied Statistics and Probability for Engineers. NY: Wiley, 2010. ISBN-13 978-1-1185-3971-2. SHESKIN, D. J. Handbook of Parametric and Nonparametric Statistical Procedures. NY: Chapman and Hall, 2003. ISBN 1-58488-440-1.

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester, validity until: 2012/2013 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (145) 51
        Examination Examination 100  0
        Exercises evaluation Credit 45  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2010/2011 (P3924) Materials Science and Engineering P Czech Ostrava Choice-compulsory study plan
2010/2011 (P3924) Materials Science and Engineering K Czech Ostrava Choice-compulsory study plan
2009/2010 (P3924) Materials Science and Engineering P Czech Ostrava Choice-compulsory study plan
2009/2010 (P3924) Materials Science and Engineering K Czech Ostrava Choice-compulsory study plan
2008/2009 (P3924) Materials Science and Engineering P Czech Ostrava Choice-compulsory study plan
2008/2009 (P3924) Materials Science and Engineering K Czech Ostrava Choice-compulsory study plan
2007/2008 (P3924) Materials Science and Engineering (3911V888) Materiálové inženýrství P Czech Ostrava Choice-compulsory study plan
2007/2008 (P3924) Materials Science and Engineering (3911V999) Fyzikální metaluirgie a mezní stavy materiálů P Czech Ostrava Choice-compulsory study plan
2007/2008 (P3924) Materials Science and Engineering (3911V888) Materiálové inženýrství K Czech Ostrava Choice-compulsory study plan
2007/2008 (P3924) Materials Science and Engineering (3911V999) Fyzikální metaluirgie a mezní stavy materiálů K Czech Ostrava Choice-compulsory study plan
2006/2007 (P2301) Mechanical Engineering (2303V002) Mechanical Engineering Technology P Czech Ostrava Choice-compulsory study plan
2006/2007 (P3924) Materials Science and Engineering (3911V888) Materiálové inženýrství P Czech Ostrava Choice-compulsory study plan
2006/2007 (P3924) Materials Science and Engineering (3911V999) Fyzikální metaluirgie a mezní stavy materiálů P Czech Ostrava Choice-compulsory study plan
2006/2007 (P3924) Materials Science and Engineering (3911V888) Materiálové inženýrství K Czech Ostrava Choice-compulsory study plan
2006/2007 (P3924) Materials Science and Engineering (3911V999) Fyzikální metaluirgie a mezní stavy materiálů K Czech Ostrava Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner