Gurantor department | Department of Applied Mathematics | Credits | 10 |

Subject guarantor | prof. Ing. Radim Briš, CSc. | Subject version guarantor | prof. Ing. Radim Briš, CSc. |

Study level | postgraduate | Requirement | Compulsory |

Year | Semester | winter + summer | |

Study language | Czech | ||

Year of introduction | 2019/2020 | Year of cancellation | |

Intended for the faculties | FMT, HGF, FS, FAST, USP, FEI | Intended for study types | Doctoral |

Instruction secured by | |||
---|---|---|---|

Login | Name | Tuitor | Teacher giving lectures |

BRI10 | prof. Ing. Radim Briš, CSc. | ||

LIT40 | Ing. Martina Litschmannová, Ph.D. |

Extent of instruction for forms of study | ||
---|---|---|

Form of study | Way of compl. | Extent |

Full-time | Examination | 28+0 |

Part-time | Examination | 28+0 |

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

Lectures

Project work

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.

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

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

Lectures. Consultancy to semestral project. Oral exam.

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

There are not defined other requirements for student.

Subject has no prerequisities.

Subject has no co-requisities.

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.

Task name | Type of task | Max. number of points
(act. for subtasks) | Min. number of points |
---|---|---|---|

Examination | Examination |

Show history

Academic year | Programme | Field of study | Spec. | Zaměření | Form | Study language | Tut. centre | Year | W | S | Type of duty | |
---|---|---|---|---|---|---|---|---|---|---|---|---|

2020/2021 | (P0732D260002) Geotechnics and Underground Engineering | K | Czech | Ostrava | Compulsory | study plan | ||||||

2020/2021 | (P0732D260002) Geotechnics and Underground Engineering | P | Czech | Ostrava | Compulsory | study plan | ||||||

2020/2021 | (P0732D260004) Civil Engineering | K | Czech | Ostrava | Compulsory | study plan | ||||||

2020/2021 | (P0732D260004) Civil Engineering | P | Czech | Ostrava | Compulsory | study plan | ||||||

2020/2021 | (P0715D270013) Applied Mechanics | K | Czech | Ostrava | Choice-compulsory type B | study plan | ||||||

2020/2021 | (P0715D270013) Applied Mechanics | P | Czech | Ostrava | Choice-compulsory type B | study plan | ||||||

2019/2020 | (P0732D260004) Civil Engineering | P | Czech | Ostrava | Compulsory | study plan | ||||||

2019/2020 | (P0732D260004) Civil Engineering | K | Czech | Ostrava | Compulsory | study plan | ||||||

2019/2020 | (P0732D260002) Geotechnics and Underground Engineering | P | Czech | Ostrava | Compulsory | study plan | ||||||

2019/2020 | (P0732D260002) Geotechnics and Underground Engineering | K | Czech | Ostrava | Compulsory | study plan |

Block name | Academic year | Form of study | Study language | Year | W | S | Type of block | Block owner |
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