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Statistics Base - Coggle Diagram

- - - - BAR CHARTS
      - FREQUENCY TABLES
  - - - STATISTICS TABLE
      - HISTOGRAMS
  - - - BAR CHARTS
      - PIE CHARTS
      - FREQUENCY TABLES
- - - - Pearson's correlation is to measure the linear association between two scale variable
      - Graphs > Chart Builder - Scatter plot (with two variables and ID)
      - to erase outliners: Data - Select Cases - If condition is satisfied - type "model ~='__' "
    - - linear relationships between variables whereas most of those variables are scale variables
        
        ANALYZE - CORRELATE - PARTIAL
      - REGRESSION MODELS
        
        LINEAR (ONE DEPENDANT AND SEVERAL INDEPENDENT VARIABLES). FOR EX., VEHICLE SALES TO CHARACTERISTICS
        
        ANALYZE - REGRESSION-LINEAR-STATISTICS (Part and partial correlations and Collinearity diagnostics)
        
        ORDINAL (ONE ORDINAL VARIABLE). FOR EX., TO BUILD MODELS, GENERATE PREDICTORS AND EVALUATE THE IMPORTANCE OF PREDICTOR VARIABLES
        
        GRAPH - CHART BUILDER - BAR CHART
        
        ANALYSE - REGRESSION - ORDINAL