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Terminated in academic year 2020/2021

Statistics B

Type of study Follow-up MasterBachelor
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

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.

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 .


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