Ukončeno v akademickém roce 2022/2023

Data analysis for bachelor's thesis

Type of study	Bachelor
Language of instruction	Czech
Code	151-0353/01
Abbreviation	ADBP
Course title	Data analysis for bachelor's thesis
Credits	3
Coordinating department	Department of Mathematical Methods in Economics
Course coordinator	doc. Ing. Václav Friedrich, Ph.D.

Osnova předmětu

1. Data set, types of variables, data entry usin Excel, coding responses, missing values.
2. Continuous variables: descriptive statistics, boxplots, histograms.
3. Modifying the data file, transforming variables, split files, merge files.
4. Categorical variables: frequency tables, bar graphs, pie graphs.
5. Output processing, pivoting tables, editing charts and graphs.
6. Contingency tables, independence testing.
7. Principles of hypothesis testing, T-tests, the good-fit test.
8. Independece analysis, ANOVA.
9. Correlation.
10. Regression.

Povinná literatura

FIELD, Andy. Adventure in Statistics: The Reality Enigma. Second Edition. Los Angeles: SAGE Publications, 2022. 664 p. ISBN 978-1529797138.
LIND, Douglas A.; MARCHAL, William G. and WATHEN, Samuel A. Basic Statistics in Business and Economics. 10th Edition. New York: McGraw-Hill Education, 2021. 640 p. .

Advised literature

CAMM, Jeffrey D. et al. Statistics for Business and Economics. 15th Edition. Boston: Cengage Learning, 2023. 1120 p. .
SALKIND, Neil J. and FREY, Bruce B. Statistics for People Who (Think They) Hate Statistics: Using Microsoft Excel. Fifth Edition. London: SAGE Publications, 2021. 512 p. .

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