470-6403/02 – 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 levelpostgraduateRequirementChoice-compulsory type B
YearSemesterwinter + summer
Study languageEnglish
Year of introduction2015/2016Year of cancellation
Intended for the facultiesFAST, FS, USP, FMT, HGF, FEIIntended for study typesDoctoral
Instruction secured by
LoginNameTuitorTeacher giving lectures
BRI10 prof. Ing. Radim Briš, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Examination 28+0
Part-time Examination 28+0
Distance Examination 10+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 Hastie T., Tibshirani R., Friedman J.: The Elements of Statistical Learning, Data Mining, Inference, and Prediction. Second Edition, Springer 2008.

Recommended literature:

James L.Johnson; Probability and Statistics for Computer Science, Wiley 2003, ISBN 0-471-32672-0

Way of continuous check of knowledge in the course of semester

The student will prepare a project work closely related to the topic of the dissertation, focused on the study of knowledge within this subject. Consultation on ongoing work on the project assignment. 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: 2015/2016 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of pointsMax. počet pokusů
Examination Examination   3
Mandatory attendence participation:

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

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2019/2020 (P0533D110006) Applied Physics K English Ostrava Choice-compulsory type B study plan
2019/2020 (P0541D170006) Computational and Applied Mathematics K English Ostrava Choice-compulsory type B study plan
2019/2020 (P0713D060004) Electrical Power Engineering K English Ostrava Choice-compulsory type B study plan
2019/2020 (P0713D060001) Electrical Engineering Science K English Ostrava Choice-compulsory type B study plan
2019/2020 (P0613D140006) Computer Science K English Ostrava Choice-compulsory type B study plan
2019/2020 (P0714D060002) Communication Technology K English Ostrava Choice-compulsory type B study plan
2019/2020 (P0714D150002) Cybernetics K English Ostrava Choice-compulsory type B study plan
2019/2020 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics P English Ostrava Choice-compulsory study plan
2019/2020 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics K English Ostrava Choice-compulsory study plan
2019/2020 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics P English Ostrava Choice-compulsory study plan
2019/2020 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics K English Ostrava Choice-compulsory study plan
2019/2020 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology P English Ostrava Choice-compulsory study plan
2019/2020 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology K English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (2612V015) Electronics P English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (2612V015) Electronics K English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (2612V045) Technical Cybernetics P English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (2612V045) Technical Cybernetics K English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives P English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives K English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (3907V001) Electric Power Engineering P English Ostrava Choice-compulsory study plan
2019/2020 (P2649) Electrical Engineering (3907V001) Electric Power Engineering K English Ostrava Choice-compulsory study plan
2019/2020 (P2658) Computational Sciences (2612V078) Computational Sciences P English Ostrava Choice-compulsory study plan
2019/2020 (P2658) Computational Sciences (2612V078) Computational Sciences K English Ostrava Choice-compulsory study plan
2019/2020 (P3655) Civil Engineering (3607V025) Theory of Construction K English Ostrava Choice-compulsory study plan
2019/2020 (P3655) Civil Engineering (3607V025) Theory of Construction P English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling P English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2301V013) Robotics P English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2302V006) Energy Engineering P English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology P English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (3901V003) Applied Mechanics P English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes P English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling K English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2301V013) Robotics K English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2302V006) Energy Engineering K English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology K English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (3901V003) Applied Mechanics K English Ostrava Choice-compulsory study plan
2018/2019 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes K English Ostrava Choice-compulsory study plan
2018/2019 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology P English Ostrava Choice-compulsory study plan
2018/2019 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics P English Ostrava Choice-compulsory study plan
2018/2019 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics P English Ostrava Choice-compulsory study plan
2018/2019 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics K English Ostrava Choice-compulsory study plan
2018/2019 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics K English Ostrava Choice-compulsory study plan
2018/2019 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology K English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (2612V015) Electronics P English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (2612V045) Technical Cybernetics P English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives P English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (3907V001) Electric Power Engineering P English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (2612V015) Electronics K English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (2612V045) Technical Cybernetics K English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives K English Ostrava Choice-compulsory study plan
2018/2019 (P2649) Electrical Engineering (3907V001) Electric Power Engineering K English Ostrava Choice-compulsory study plan
2018/2019 (P2658) Computational Sciences (2612V078) Computational Sciences P English Ostrava Choice-compulsory study plan
2018/2019 (P2658) Computational Sciences (2612V078) Computational Sciences K English Ostrava Choice-compulsory study plan
2018/2019 (P3655) Civil Engineering (3607V025) Theory of Construction K English Ostrava Choice-compulsory study plan
2018/2019 (P3655) Civil Engineering (3607V012) Municipal Engineering and Construction K English Ostrava Choice-compulsory study plan
2018/2019 (P3655) Civil Engineering (3607V012) Municipal Engineering and Construction P English Ostrava Choice-compulsory study plan
2018/2019 (P3655) Civil Engineering (3607V025) Theory of Construction P English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling P English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2301V013) Robotics P English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2302V006) Energy Engineering P English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology P English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (3901V003) Applied Mechanics P English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes P English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling K English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2301V013) Robotics K English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2302V006) Energy Engineering K English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology K English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (3901V003) Applied Mechanics K English Ostrava Choice-compulsory study plan
2017/2018 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes K English Ostrava Choice-compulsory study plan
2017/2018 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology P English Ostrava Choice-compulsory study plan
2017/2018 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics P English Ostrava Choice-compulsory study plan
2017/2018 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics P English Ostrava Choice-compulsory study plan
2017/2018 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics K English Ostrava Choice-compulsory study plan
2017/2018 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics K English Ostrava Choice-compulsory study plan
2017/2018 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology K English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (2612V015) Electronics P English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (2612V045) Technical Cybernetics P English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives P English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (3907V001) Electric Power Engineering P English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (2612V015) Electronics K English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (2612V045) Technical Cybernetics K English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives K English Ostrava Choice-compulsory study plan
2017/2018 (P2649) Electrical Engineering (3907V001) Electric Power Engineering K English Ostrava Choice-compulsory study plan
2017/2018 (P2658) Computational Sciences (2612V078) Computational Sciences P English Ostrava Choice-compulsory study plan
2017/2018 (P2658) Computational Sciences (2612V078) Computational Sciences K English Ostrava Choice-compulsory study plan
2017/2018 (P3655) Civil Engineering (3607V025) Theory of Construction K English Ostrava Choice-compulsory study plan
2017/2018 (P3655) Civil Engineering (3607V012) Municipal Engineering and Construction K English Ostrava Choice-compulsory study plan
2017/2018 (P3655) Civil Engineering (3607V012) Municipal Engineering and Construction P English Ostrava Choice-compulsory study plan
2017/2018 (P3655) Civil Engineering (3607V025) Theory of Construction P English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling P English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2301V013) Robotics P English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2302V006) Energy Engineering P English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology P English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (3901V003) Applied Mechanics P English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes P English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling K English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2301V013) Robotics K English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2302V006) Energy Engineering K English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology K English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (3901V003) Applied Mechanics K English Ostrava Choice-compulsory study plan
2016/2017 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes K English Ostrava Choice-compulsory study plan
2016/2017 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology P English Ostrava Choice-compulsory study plan
2016/2017 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics P English Ostrava Choice-compulsory study plan
2016/2017 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics P English Ostrava Choice-compulsory study plan
2016/2017 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics K English Ostrava Choice-compulsory study plan
2016/2017 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics K English Ostrava Choice-compulsory study plan
2016/2017 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology K English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (2612V015) Electronics P English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (2612V045) Technical Cybernetics P English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives P English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (3907V001) Electric Power Engineering P English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (2612V015) Electronics K English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (2612V045) Technical Cybernetics K English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives K English Ostrava Choice-compulsory study plan
2016/2017 (P2649) Electrical Engineering (3907V001) Electric Power Engineering K English Ostrava Choice-compulsory study plan
2016/2017 (P2658) Computational Sciences (2612V078) Computational Sciences P English Ostrava Choice-compulsory study plan
2016/2017 (P2658) Computational Sciences (2612V078) Computational Sciences K English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2302V006) Energy Engineering P English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling P English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2301V013) Robotics P English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology P English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (3901V003) Applied Mechanics P English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes P English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2302V006) Energy Engineering K English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2301V001) Transport and Material Handling K English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2301V013) Robotics K English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (2303V002) Mechanical Engineering Technology K English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (3901V003) Applied Mechanics K English Ostrava Choice-compulsory study plan
2015/2016 (P2346) Mechanical Engineering (3902V056) Control of Machines and Processes K English Ostrava Choice-compulsory study plan
2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics P English Ostrava Choice-compulsory study plan
2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (1103V036) Computational and Applied Mathematics K English Ostrava Choice-compulsory study plan
2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics P English Ostrava Choice-compulsory study plan
2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (1801V001) Informatics K English Ostrava Choice-compulsory study plan
2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology P English Ostrava Choice-compulsory study plan
2015/2016 (P1807) Computer Science, Communication Technology and Applied Mathematics (2601V018) Communication Technology K English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (2612V015) Electronics P English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (2612V015) Electronics K English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (2612V045) Technical Cybernetics P English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (2612V045) Technical Cybernetics K English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives P English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (2642V004) Electrical Machines, Apparatus and Drives K English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (3907V001) Electric Power Engineering P English Ostrava Choice-compulsory study plan
2015/2016 (P2649) Electrical Engineering (3907V001) Electric Power Engineering K English Ostrava Choice-compulsory study plan
2015/2016 (P2658) Computational Sciences (2612V078) Computational Sciences P English Ostrava Choice-compulsory study plan
2015/2016 (P2658) Computational Sciences (2612V078) Computational Sciences K English Ostrava Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner

Assessment of instruction



2021/2022 Summer
2021/2022 Winter
2015/2016 Summer