Features

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Statistical tests and data analysis

Descriptive statistics for each variable and the groups within variable

  • Count
  • Mean
  • Median
  • Minimum
  • Maximum
  • Standard Deviation
  • Standard Error of Mean
  • 95% Confidence intervals
  • 25% and 75% Quartiles
  • Kolmogorov Smirnov value
  • Kolmogorov Smirnov probability

P-Value. Measure of difference between populations (groups)

  • Student-T.
  • Student -U
  • Mann-Whitney
  • One way Anova
  • Kruscal-Wallis

Other measures

  • Receiver Operating Characteristics or ROC areas.
  • Principal Component Analysis or PCA

Visualization

  • Scatter plots
  • Box and Whisker plots
  • Receiver Operating Curves
  • 3-D Principal Component plot.
  • 2-D correlation plots between all pairs of variables.