Gurantor department | Department of Applied Mathematics | Credits | 6 |

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

Study level | undergraduate or graduate | Requirement | Optional |

Year | 3 | Semester | summer |

Study language | Czech | ||

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

Intended for the faculties | FEI | Intended for study types | Bachelor |

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

Login | Name | Tuitor | Teacher giving lectures |

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

KRA0220 | Ing. Jan Kracík, Ph.D. |

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

Form of study | Way of compl. | Extent |

Full-time | Credit and Examination | 2+2 |

Part-time | Credit and Examination | 9+9 |

Studens learn basics of mathematical theory of statistics and gain hands-on experince with data analysis using software environment R.

Lectures

Tutorials

Project work

The course is an introduction to mathematical statistics. Students learn mathematical basis of statistics and gain hands-on experince with data analysis using software environment R.

RAO, C. RADHAKRISHNA. Linear statistical inference and its applications. 2. ed., paperback ed. New York: Wiley, 2002. ISBN 0471218758.
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
TEETOR, Paul. R cookbook. Sebastopol, CA: O'Reilly, 2011. ISBN 9780596809157

STERNSTEIN, Martin. Barron's AP statistics. 5th ed. Hauppauge, N.Y.: Barron's Educational Series, c2010. ISBN 978-0-7641-4089-1.

2 tests per 10 points during the semester
semestral project with max. 20 points
Conditions for the credit:
project handed in and total score at least 20 points

There are not defined other requirements for student.

Subject has no prerequisities.

Subject has no co-requisities.

Lectures:
Random sample
- Probability distributions of quadratic forms
- Random sample from normal distribution
- Confidence intervals for parameters of a normal distribution
Hypothesis testing
- Simple hypothesis
- Simple null hypothesis and Composite alternative hypothesis
Estimation theory
- Point estimates and their properties
- Sufficient statistics
- Maximum likelihood estimation, method of moments
Analysis of variance
- One-way analysis of variance
Regression analysis
- Linear regression
Excersises follow lectures.

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

Credit and Examination | Credit and Examination | 100 (100) | 51 |

Credit | Credit | 40 | 20 |

Examination | Examination | 60 | 20 |

Show history

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

2020/2021 | (B0713A060005) Electrical Power Engineering | P | Czech | Ostrava | 3 | Optional | study plan | |||||

2020/2021 | (B0541A170008) Computational and Applied Mathematics | VMI | P | Czech | Ostrava | 2 | Compulsory | study plan | ||||

2020/2021 | (B0541A170008) Computational and Applied Mathematics | VMI | K | Czech | Ostrava | 2 | Compulsory | study plan | ||||

2019/2020 | (B0541A170008) Computational and Applied Mathematics | VMI | P | Czech | Ostrava | 2 | Compulsory | study plan | ||||

2019/2020 | (B0541A170008) Computational and Applied Mathematics | VMI | K | Czech | Ostrava | 2 | Compulsory | study plan | ||||

2019/2020 | (B0713A060005) Electrical Power Engineering | P | Czech | Ostrava | 3 | Optional | study plan |

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