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;

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Famous quotes containing the word fit:

    It’s usually pointed out that women are not fit for political power, and ought not to be trusted with a vote because they are politically ignorant, socially prejudiced, narrow-minded, and selfish. True enough, but precisely the same is true of men!
    George Bernard Shaw (1856–1950)