Statistical methods in economics
Code | Completion | Credits | Range | Language |
---|---|---|---|---|
BE1M16STA | Z,ZK | 5 | 2P+2S | English |
- Course guarantor:
- Šerzod Tašpulatov
- Lecturer:
- Šerzod Tašpulatov
- Tutor:
- Šerzod Tašpulatov
- Supervisor:
- Department of Economics, Management and Humanities
- Synopsis:
-
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.
- Requirements:
- Syllabus of lectures:
-
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
- Syllabus of tutorials:
-
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.
- Study Objective:
- Study materials:
-
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
- Note:
- Further information:
- https://moodle.fel.cvut.cz/courses/BE1M16STA
- Time-table for winter semester 2024/2025:
- Time-table is not available yet
- Time-table for summer semester 2024/2025:
- Time-table is not available yet
- The course is a part of the following study plans:
-
- Electrical Engineering, Power Engineering and Management - Management of Power Eng. and Electr. (compulsory elective course)