470-6403/04 – Basic Methods of Statistical Data Analysis in Practice (SMIP)

Gurantor departmentDepartment of Applied MathematicsCredits10
Subject guarantorprof. Ing. Radim Briš, CSc.Subject version guarantorprof. Ing. Radim Briš, CSc.
Study levelpostgraduateRequirementCompulsory
YearSemesterwinter + summer
Study languageEnglish
Year of introduction2019/2020Year of cancellation
Intended for the facultiesFMT, FAST, USP, HGF, FEI, FSIntended for study typesDoctoral
Instruction secured by
LoginNameTuitorTeacher giving lectures
BRI10 prof. Ing. Radim Briš, CSc.
LIT40 Ing. Martina Litschmannová, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Examination 28+0
Part-time Examination 28+0

Subject aims expressed by acquired skills and competences

The objective of the course is to develop sufficient knowledge of statistical tools and procedures in applied engineering fields.

Teaching methods

Lectures
Project work

Summary

The course will emphasize methods of applied statistics and data analysis. Theoretical considerations will be included to the extent that knowledge of theory is necessary for a sound understanding of methods and contributes to the development of data analysis skills and the ability to interpret results of statistical analysis. The objective of the course is to develop sufficient knowledge of statistical tools and procedures, understanding of the underlying theory on which the procedures are based, and facility in the application of statistical tools to enable the student to incorporate sound statistical methodology into other areas of his or her own work.

Compulsory literature:

Briš R., Probability and Statistics for Engineers, 2011, electronics script, Project CZ.1.07/2.2.00/15.0132. Dostupné z http://homel.vsb.cz/~bri10/Teaching/Prob%20&%20Stat.pdf Dummer R.M.; Introduction to Statistical Science, script of VŠB-TUO FEI, 1998, ISBN 80-7078-497-0 James.L.Johnson; Probability and Statistics for Computer Science, Wiley 2003, ISBN 0-471-32672-0

Recommended literature:

Briš R., Probability and Statistics for Engineers, 2011, electronics script, Project CZ.1.07/2.2.00/15.0132. Dostupné z http://homel.vsb.cz/~bri10/Teaching/Prob%20&%20Stat.pdf

Way of continuous check of knowledge in the course of semester

Lectures. Consultancy to semestral project. Oral exam.

E-learning

http://www.am.vsb.cz/bris/Teaching/SMIP_PhD.rar

Other requirements

There are not defined other requirements for student.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Lectures: Exploratory data analysis, types of variables, summarization of distributions. Probability theory. Random variable and probability distribution, expected value operator and moments of probability distribution, joint and conditional distributions. Probability models for discrete and continuous random variables. Sampling distributions of the mean, distribution of sample proportion. Point and interval estimation, hypothesis testing, pure significance tests, p-values Two sample tests, paired difference tests. One factor analysis of variance, ANOVA table, multiple comparisons, post hoc analysis. Simple linear regression model. Multiple regression models.

Conditions for subject completion

Part-time form (validity from: 2019/2020 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Examination Examination  
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2021/2022 (P0714D270002) Control of Machines and Processes P English Ostrava Choice-compulsory type B study plan
2021/2022 (P0714D270002) Control of Machines and Processes K English Ostrava Choice-compulsory type B study plan
2021/2022 (P0715D270012) Construction of Production Machines and Equipment P English Ostrava Choice-compulsory type B study plan
2021/2022 (P0715D270012) Construction of Production Machines and Equipment K English Ostrava Choice-compulsory type B study plan
2021/2022 (P0715D270014) Applied Mechanics K English Ostrava Choice-compulsory type B study plan
2021/2022 (P0715D270014) Applied Mechanics P English Ostrava Choice-compulsory type B study plan
2021/2022 (DFS0016) Transport and Material Handling K English Ostrava Choice-compulsory type B study plan
2021/2022 (DFS0016) Transport and Material Handling P English Ostrava Choice-compulsory type B study plan
2020/2021 (P0613D140021) Computational Science K English Ostrava Choice-compulsory type B study plan
2020/2021 (P0613D140021) Computational Science P English Ostrava Choice-compulsory type B study plan
2020/2021 (P0732D260003) Geotechnics and Underground Engineering P English Ostrava Compulsory study plan
2020/2021 (P0732D260003) Geotechnics and Underground Engineering K English Ostrava Compulsory study plan
2020/2021 (P0732D260005) Civil Engineering P English Ostrava Compulsory study plan
2020/2021 (P0732D260005) Civil Engineering K English Ostrava Compulsory study plan
2020/2021 (P0715D270014) Applied Mechanics K English Ostrava Choice-compulsory type B study plan
2020/2021 (P0715D270014) Applied Mechanics P English Ostrava Choice-compulsory type B study plan
2020/2021 (P0719D270003) Nanotechnology P English Ostrava Choice-compulsory type B study plan
2020/2021 (P0719D270003) Nanotechnology K English Ostrava Choice-compulsory type B study plan
2020/2021 (P0715D270012) Construction of Production Machines and Equipment K English Ostrava Choice-compulsory type B study plan
2020/2021 (P0715D270012) Construction of Production Machines and Equipment P English Ostrava Choice-compulsory type B study plan
2020/2021 (P0714D270002) Control of Machines and Processes K English Ostrava Choice-compulsory type B study plan
2020/2021 (P0714D270002) Control of Machines and Processes P English Ostrava Choice-compulsory type B study plan
2020/2021 (DFS0016) Transport and Material Handling P English Ostrava Choice-compulsory type B study plan
2020/2021 (DFS0016) Transport and Material Handling K English Ostrava Choice-compulsory type B study plan
2019/2020 (P0732D260005) Civil Engineering P English Ostrava Compulsory study plan
2019/2020 (P0732D260005) Civil Engineering K English Ostrava Compulsory study plan
2019/2020 (P0732D260003) Geotechnics and Underground Engineering P English Ostrava Compulsory study plan
2019/2020 (P0732D260003) Geotechnics and Underground Engineering K English Ostrava Compulsory study plan
2019/2020 (P0613D140021) Computational Science P English Ostrava Choice-compulsory type B study plan
2019/2020 (P0613D140021) Computational Science K English Ostrava Choice-compulsory type B study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner