639-0420/01 – Basic Statistical Methods (ZStM)

Gurantor departmentDepartment of Quality ManagementCredits4
Subject guarantorprof. RNDr. Josef Tošenovský, CSc.Subject version guarantorprof. RNDr. Josef Tošenovský, CSc.
Study levelundergraduate or graduate
Study languageCzech
Year of introduction2011/2012Year of cancellation
Intended for the facultiesFMTIntended for study typesBachelor
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 2+1
Combined Credit and Examination 12+0

Subject aims expressed by acquired skills and competences

The goal is teaching the basic methods of processing and analyzing data and using the selected statistical program. The focus is placed on practical application site analyzes data with regard to the needs of specialist departments.

Teaching methods

Lectures
Tutorials

Summary

Random variable. Functions p, f, F. Basic distributions. Distribution F,t,Chi square.Histograms.Descriptive statistics. Percentiles, quartiles.Confidence interval.Chi-square test. Kolmogorov-Smirnov test. Shapiro-Wilk test. Sign test. Kruscal-Walis test. The Wilcoxon test.Linear regression analysis simple. Multiple regression analysis. Diagnostic checks and model.Durbin-Watson statistic.Analysis of variance. Forecasting.Covariance and correlation. Pearson correlation coefficient. Spearman correlation. Contingency tables.

Compulsory literature:

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

Recommended literature:

1. Montgomery, D. C.: Applied Statistics and Probability for Engineers. NY, Wiley, 2010. ISBN: 978-0-470-50578-6 2. Johnson, R.A.: Statistics: Principles and Methods, 5th Edition. Wiley, 2006. ISBN 978-0-471-65682-1 3. Montgomery, D.C., Runger, G.C., Hubele, N.F.: Engineering Statistics, 4th Edition. Wiley, 2007. ISBN 978-0-471-73557-1

Way of continuous check of knowledge in the course of semester

Essay Exam is written: It requires the ability to resolve selected task of data analysis.

E-learning

www FMMI

Další požadavky na studenta

A condition for granting credit is 70% attendance and submission of prescribed exercise programs.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Discrete and Continuous Random Variables, Cumulative Distribution Function 2. Discrete and Continuous Uniform Distribution - Normal Distribution, Binomial Distribution, Hypergeometric Distribution 3. Functions of Random Variables - Student's t-distribution, F-distribution, Pearson distribution 4. Random Sampling, Data Description - Mean, Variance, Standard Deviation, Median, Others 5. Histogram 6. Quantile 7. Graphical Methods for Data Analysis 8. Point Estimation of Parameters, Statistical Intervals fot a Single Sample 9. Tests of Hypotheses for a Single Sample 10. F - test, t - test 11. Normality Test 12.Test for Outliers 13. Autocorrelation Test 14. Multiple Linear Regression 15. Correlation analysis, Test of Independence in Contingency Tables

Conditions for subject completion

Full-time form (validity from: 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  20
        Examination Examination 60  31
Mandatory attendence parzicipation:

Show history
Combined form (validity from: 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  20
        Examination Examination 60  31
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2018/2019 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2017/2018 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2016/2017 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2015/2016 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2015/2016 (B3923) Materials Engineering (3911R033) Material Recycling P Czech Ostrava 2 Optional study plan
2014/2015 (B3909) Process Engineering (2805R001) Chemistry and Technology of Environmental Protection P Czech Ostrava 2 Optional study plan
2014/2015 (B3909) Process Engineering (2811R002) Fuel Chemistry and Technology P Czech Ostrava 2 Optional study plan
2014/2015 (B3909) Process Engineering (3911R008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R033) Material Recycling P Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R030) Engineering Materials P Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys P Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R028) Material Diagnostics P Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production P Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies P Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment P Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment P Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R028) Material Diagnostics K Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys K Czech Ostrava 2 Optional study plan
2014/2015 (B3923) Materials Engineering (3911R030) Engineering Materials K Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment K Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment K Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies K Czech Ostrava 2 Optional study plan
2014/2015 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production K Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (2109R031) Art Foundry Engineering P Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment P Czech Ostrava 2 Optional study plan
2013/2014 (B3909) Process Engineering (2805R001) Chemistry and Technology of Environmental Protection P Czech Ostrava 2 Optional study plan
2013/2014 (B3922) Economics and Management of Industrial Systems (3902R040) Automation and Computing in Industry P Czech Ostrava 2 Optional study plan
2013/2014 (B3909) Process Engineering (3911R008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Optional study plan
2013/2014 (B3909) Process Engineering (2811R002) Fuel Chemistry and Technology P Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies P Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production P Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment P Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R028) Material Diagnostics P Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys P Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R030) Engineering Materials P Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R033) Material Recycling P Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys K Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R030) Engineering Materials K Czech Ostrava 2 Optional study plan
2013/2014 (B3922) Economics and Management of Industrial Systems (3902R040) Automation and Computing in Industry K Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment K Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment K Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies K Czech Ostrava 2 Optional study plan
2013/2014 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production K Czech Ostrava 2 Optional study plan
2013/2014 (B3923) Materials Engineering (3911R028) Material Diagnostics K Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys K Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R030) Engineering Materials K Czech Ostrava 2 Optional study plan
2012/2013 (B3922) Economics and Management of Industrial Systems (3902R040) Automation and Computing in Industry K Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment K Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment K Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies K Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production K Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R028) Material Diagnostics K Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (2109R031) Art Foundry Engineering P Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment P Czech Ostrava 2 Optional study plan
2012/2013 (B3909) Process Engineering (2805R001) Chemistry and Technology of Environmental Protection P Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2012/2013 (B3922) Economics and Management of Industrial Systems (3902R040) Automation and Computing in Industry P Czech Ostrava 2 Optional study plan
2012/2013 (B3909) Process Engineering (2811R002) Fuel Chemistry and Technology P Czech Ostrava 2 Optional study plan
2012/2013 (B3909) Process Engineering (3911R008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies P Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production P Czech Ostrava 2 Optional study plan
2012/2013 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment P Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R028) Material Diagnostics P Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys P Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R030) Engineering Materials P Czech Ostrava 2 Optional study plan
2012/2013 (B3923) Materials Engineering (3911R033) Material Recycling P Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment P Czech Ostrava 2 Optional study plan
2011/2012 (B3909) Process Engineering (2805R001) Chemistry and Technology of Environmental Protection P Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R034) Materials and Technologies for Automobile Industry P Czech Ostrava 2 Optional study plan
2011/2012 (B3922) Economics and Management of Industrial Systems (3902R040) Automation and Computing in Industry P Czech Ostrava 2 Optional study plan
2011/2012 (B3909) Process Engineering (2811R002) Fuel Chemistry and Technology P Czech Ostrava 2 Optional study plan
2011/2012 (B3909) Process Engineering (3911R008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R028) Material Diagnostics P Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys P Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R030) Engineering Materials P Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R033) Material Recycling P Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies P Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production P Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment P Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys K Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R029) Non-ferrous Metals and Special Alloys K Czech Třinec 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R030) Engineering Materials K Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R030) Engineering Materials K Czech Třinec 2 Optional study plan
2011/2012 (B3922) Economics and Management of Industrial Systems (3902R040) Automation and Computing in Industry K Czech Ostrava 2 Optional study plan
2011/2012 (B3922) Economics and Management of Industrial Systems (3902R040) Automation and Computing in Industry K Czech Třinec 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment K Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (3904R020) Thermal Engineering and the Environment K Czech Třinec 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment K Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R034) Forming Technologies and Material Treatment K Czech Třinec 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies K Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R033) Foundry Technologies K Czech Třinec 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production K Czech Ostrava 2 Optional study plan
2011/2012 (B2109) Metallurgical Engineering (2109R035) Technologies of Metal Production K Czech Třinec 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R028) Material Diagnostics K Czech Ostrava 2 Optional study plan
2011/2012 (B3923) Materials Engineering (3911R028) Material Diagnostics K Czech Třinec 2 Optional study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
Subject block without study plan - FMMI - K - cs 2015/2016 Combined Czech Optional FMT - Faculty of Materials Science and Technology stu. block
Subject block without study plan - FMMI - K 2014/2015 Combined Czech Optional FMT - Faculty of Materials Science and Technology stu. block