Machine Analytics relies on various statistical techniques and tools, in conjunction with machine learning and artificial intelligence techniques, in developing solutions.

Survival Analysis in SAS

Descriptive statistics

  • Summarize and describe data that have been collected
  • Distribution, central tendency, dispersion

Inferential statistics

  • Make a generalization, test hypothesis, estimate, prediction or decision

Dependence methods

  • Use independent variable(s) to predict dependent variable(s)
  • Linear, logistics and kernel regressions, auto-regression, factor analysis, survival analysis

Interdependence methods

  • Variables involved are independent variables
  • Hierarchical and k-means clustering, linear discriminant analysis, multidimensional scaling