Terminated in academic year 2020/2021
Statistics B
| Type of study | BachelorFollow-up Master |
|---|---|
| Language of instruction | Czech |
| Code | 151-0334/01 |
| Abbreviation | Stat B |
| Course title | Statistics B |
| Credits | 5 |
| Coordinating department | Department of Mathematical Methods in Economics |
| Course coordinator | doc. Ing. Václav Friedrich, Ph.D. |
Subject syllabus
1. Summarizing procedures for data describing
2. Summarizing random variables probability distributions
3. Sampling
4. Estimation
5. Hypothesis testing
6. Inference procedures for two populations
7. Nonparametric statistics
8. Goodness-of-fit-tests and contingency tables
9. Analysis of variance
10. Linear regression
11. Multiple regression
12. Time series analysis and forecasting
13. Additional topics in regression analysis
2. Summarizing random variables probability distributions
3. Sampling
4. Estimation
5. Hypothesis testing
6. Inference procedures for two populations
7. Nonparametric statistics
8. Goodness-of-fit-tests and contingency tables
9. Analysis of variance
10. Linear regression
11. Multiple regression
12. Time series analysis and forecasting
13. Additional topics in regression analysis
E-learning
Předmět je podporován kurzem v prostrostření Moodle.
Literature
CAMM, J. D. et all. Statistics for business and economics. 15th Edition. Boston: Cengage Learning, 2023. ISBN 978-0357715857 .
ROWNTREE, D. Statistics without Tears: An Introduction for Non-Mathematicians. London: Penguin UK, 2018. ISBN 978-0141987491 .
ZAIONTZ C. Real Statistics Using Excel Succinctly. [online] Morrisville: Syncfusion, 2015. ISBN 978-1-64200-078-8 . Available from: https://www.syncfusion.com/succinctly-free-ebooks/statistics.
ROWNTREE, D. Statistics without Tears: An Introduction for Non-Mathematicians. London: Penguin UK, 2018. ISBN 978-0141987491 .
ZAIONTZ C. Real Statistics Using Excel Succinctly. [online] Morrisville: Syncfusion, 2015. ISBN 978-1-64200-078-8 . Available from: https://www.syncfusion.com/succinctly-free-ebooks/statistics.
Advised literature
ANDERSON, D. et all. Statistics for business and economics. 5th ed. Boston: Cengage Learning EMEA, 2020. ISBN 978-1473768451 .
FROST, J. Hypothesis Testing: An Intuitive Guide for Making Data Driven Decisions. State College (PA): Statistics by Jim Publishing, 2020. ISBN 978-1735431154 .
SALKIND, N. J. and FREY, B. B. Statistics for People Who (Think They) Hate Statistics: Using Microsoft Excel. Fifth Edition. Thousand Oaks: SAGE, 2021. ISBN 978-1071803882 .
FROST, J. Hypothesis Testing: An Intuitive Guide for Making Data Driven Decisions. State College (PA): Statistics by Jim Publishing, 2020. ISBN 978-1735431154 .
SALKIND, N. J. and FREY, B. B. Statistics for People Who (Think They) Hate Statistics: Using Microsoft Excel. Fifth Edition. Thousand Oaks: SAGE, 2021. ISBN 978-1071803882 .