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Table 4 Model selection and validation from two goodness-of-fit tests: the maximum log-likelihood criterion (ln L) and the Kolmogorov-Smirnov (K-S) minimum distance criterion

From: Earthquake interevent time distribution in Kachchh, Northwestern India

 

Maximum likelihood

K-S min. distance

Distribution

ln L

AIC

K-S distancea

Exponential

−50.2774

102.5549

0.1228 (15.8136)

Gamma

−50.02s05

104.0411

0.1227 (06.9809)

Lognormal

−50.3935

104.7871

0.1495 (15.8136)

Weibull

−49.9635

103.9271

0.1505 (06.9809)

Levy

−53.9911

109.9821

0.1709 (20.0959)

Maxwell

−59.9866

121.9731

0.2819 (06.9809)

Pareto

−54.1220

112.2439

0.3488 (06.9809)

Rayleigh

−53.6749

109.3498

0.3055 (05.1123)

Inverse Gaussian

−50.6296

105.2592

0.1790 (15.8136)

Inverse Weibull

−51.8923

107.7907

0.1496 (05.1123)

Exponentiated exponential

−49.9800

103.9601

0.1406 (06.9809)

Exponentiated Rayleigh

−49.9891

103.9783

0.1714 (06.9809)

Exponentiated Weibull

−49.9611

105.9223

0.1549 (06.9809)

  1. ln L – log-likelihood value, AIC – value of Akaike information criterion
  2. aNumber in parenthesis is the abscissa value, where K-S distance is achieved