1. Descriptive measures for one dimensional statistical set of data.
2. Grouping a large set of data. Exploratory data analysis.
3. Sampling theory (population, random sample, sample statistics).
4. Estimation theory (point estimates, interval estimates).
5. Tests of hypotheses. One sample parametric tests.
6. Two samples parametric tests. Nonparametric tests.
7. Small set of values of two variables.
8. Large set of values of two variables (matrix of frequencies).
9. Spearman rank correlation coefficient. Contingency table.
10. Analysis of variance.
11. Regression and correlation analysis. Simple linear regression. Correlation
and determination coefficients.
12. Simple nonlinear regression. Multiple regression (linear and nonlinear).
Generalized correlation and determination coefficients.
13. Time series analysis .
14. Time series descriptive measures.
2. Grouping a large set of data. Exploratory data analysis.
3. Sampling theory (population, random sample, sample statistics).
4. Estimation theory (point estimates, interval estimates).
5. Tests of hypotheses. One sample parametric tests.
6. Two samples parametric tests. Nonparametric tests.
7. Small set of values of two variables.
8. Large set of values of two variables (matrix of frequencies).
9. Spearman rank correlation coefficient. Contingency table.
10. Analysis of variance.
11. Regression and correlation analysis. Simple linear regression. Correlation
and determination coefficients.
12. Simple nonlinear regression. Multiple regression (linear and nonlinear).
Generalized correlation and determination coefficients.
13. Time series analysis .
14. Time series descriptive measures.