Statistical methods Data mining

These methods are four interrelated sections:
• a preliminary analysis of the nature of statistics (stationary test hypotheses, normality, independence, homogeneity, estimation of the distribution function, its parameters, etc)
• identify links and patterns (linear and nonlinear regression analysis, correlation analysis, and others)
• multivariate statistical analysis (linear and cluster analysis, component analysis, factor analysis, and others)

Arsenal Data Mining statistical methods classified into four groups of methods:
1.Descriptive analysis and description of the original data.
2. Analysis of relationships (correlation and regression analysis, factor analysis, analysis of variance)
3. Multivariate statistical analysis (component analysis, multivariate regression analysis, canonical correlation, and others)
4. Time series analysis (dynamic modeling and forecasting)