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 | Choice-compulsory |

Year | 2 | Semester | summer |

Study language | Czech | ||

Year of introduction | 2010/2011 | Year of cancellation | 2022/2023 |

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 | 3+2 |

Part-time | Credit and Examination | 10+10 |

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.

*10 short tests in the course of semester per 2 points (max.)
*Semestral project (with max. 20 points)

There are not defined other requirements for student.

Subject has no prerequisities.

Subject has no co-requisities.

Lectures:
Exploratory data analysis, types of variables,
Exploratory analysis of single discrete and continuous 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
Central Limit Theorem.
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, least squares estimation of parameters and properties of the estimates.
Multiple regression models.

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

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

Exercises evaluation | Credit | 40 | 20 | |

Examination | Examination | 60 | 20 | 3 |

Show history

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

Show history

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

2021/2022 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2021/2022 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2020/2021 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2020/2021 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2019/2020 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2019/2020 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2018/2019 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2018/2019 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2017/2018 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2017/2018 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2016/2017 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2016/2017 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2015/2016 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2015/2016 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2014/2015 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2014/2015 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2013/2014 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2013/2014 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2012/2013 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2012/2013 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 2 | Choice-compulsory | study plan | ||||

2011/2012 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 3 | Choice-compulsory | study plan | ||||

2011/2012 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 3 | Choice-compulsory | study plan | ||||

2010/2011 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | P | Czech | Ostrava | 3 | Choice-compulsory | study plan | ||||

2010/2011 | (B2647) Information and Communication Technology | (1103R031) Computational Mathematics | K | Czech | Ostrava | 3 | Choice-compulsory | study plan |

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

2019/2020 Summer |

2018/2019 Summer |

2017/2018 Summer |

2016/2017 Summer |

2015/2016 Summer |

2012/2013 Summer |

2011/2012 Summer |

2010/2011 Summer |