Goodness of Fit - Fit of Distributions

Fit of Distributions

In assessing whether a given distribution is suited to a data-set, the following tests and their underlying measures of fit can be used:

  • Kolmogorov–Smirnov test;
  • Cramér–von Mises criterion;
  • Anderson–Darling test;
  • Shapiro–Wilk test;
  • Chi Square test;
  • Akaike information criterion;

Read more about this topic:  Goodness Of Fit

Famous quotes containing the word fit:

    “Some [adolescent] girls are depressed because they have lost their warm, open relationship with their parents. They have loved and been loved by people whom they now must betray to fit into peer culture. Furthermore, they are discouraged by peers from expressing sadness at the loss of family relationships—even to say they are sad is to admit weakness and dependency.”
    —Mary Pipher (20th century)