Subject description - B1M16STA
Summary of Study |
Summary of Branches |
All Subject Groups |
All Subjects |
List of Roles |
Explanatory Notes
Instructions
Web page:
https://moodle.fel.cvut.cz/courses/B1M16STA
Anotation:
Basic Concepts. Statistical series. Assortment. Distributions of frequencies. One-dimensional descriptive characteristics. Measures of variables, coefficient of skewness, coefficient of excess. Points estimates of basic characteristics. Interval estimates of basic characteristics. Hypothesis testing of basic characteristics. Individual indexs number. Aggregative indexs. Variable-structure indexs. Multifactor indexs . Correlation and regression, Basic Concepts. Measurement of dependence intensity. Time series, concepts, qualities. Chronological average . Time series - trends and extrapolation.
Course outlines:
| 1. | | Basic Concepts. Statistical series. Assortment. Distributions of frequencies. |
| 2. | | One-dimensional descriptive characteristics. Measures of central tendency.Measures of variables |
| 3. | | Statistical induction, theoretic distributions.. |
| 4. | | Points and Interval estimates of basic characteristics |
| 5. | | Hypothesis testing of basic characteristics. |
| 6. | | ANOVA, one, two, multi - factors |
| 7. | | Measurement of dependence intensity, covariance and corelation |
| 8. | | Correlation and regression, basic concepts |
| 9. | | Multiply regression and correlation, basic concepts. |
| 10. | | Binary explaining variables |
| 11. | | Linear models, Probit and logit |
| 12. | | Time series, concepts, qualities. Chronological average, trends and extrapolation |
| 13. | | Time series, autocorrelation, heteroscedasticity |
| 14. | | Summary, reserve |
Exercises outline:
| 1. | | Basic Concepts. Statistical series. Assortment. Distributions of frequencies. |
| 2. | | One-dimensional descriptive characteristics. Measures of central tendency. |
| 3. | | One-dimensional descriptive characteristics. Measures of variables, coefficient of skewness, coefficient of excess. |
| 4. | | Points estimates of basic characteristics. |
| 5. | | Interval estimates of basic characteristics |
| 6. | | Hypothesis testing of basic characteristics. |
| 7. | | Individual indexs number. Aggregative indexs. |
| 8. | | Variable-structure indexs. Multi - factors indexs. |
| 9. | | Correlation and regression, basic Concepts. |
| 10. | | Measurement of dependence intensity. |
| 11. | | Multiply regression and correlation. Basic concepts. |
| 12. | | Time series, concepts, qualities. Chronological average . |
| 13. | | Time series - trends and extrapolation. |
| 14. | | Collective consultation. |
Literature:
| 1. | | Daniel, Terrel: Business Statistics. Boston, Houghton Miffin Company,1989 |
| 2. | | Freed N.: Understanding Business Statistics. Lulu.com 2008 |
| 3. | | Van Matre, Gilbreath. Statistics for Business and Economics. 1983 |
| 4. | | Anderson, Sweeney, Williams. Statistics for Business and Economics. 2011 |
| 5. | | Jeffrey M. Wooldridge. Introductory Econometrics: A Modern Approach. 2002 |
Requirements:
Subject is included into these academic programs:
| Page updated 21.12.2024 15:51:03, semester: L/2024-5, Z/2025-6, Z/2024-5, Send comments about the content to the Administrators of the Academic Programs |
Proposal and Realization: I. Halaška (K336), J. Novák (K336) |