Empirical Characteristic Function Approach To Goodness‐Of‐Fit Tests For The Generalized Exponential Distribution

Empirical Characteristic Function Approach To Goodness‐Of‐Fit Tests For The Generalized Exponential Distribution

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Article ID: iaor20118340
Volume: 7
Issue: 1
Start Page Number: 67
End Page Number: 86
Publication Date: Jan 2011
Journal: Pakistan Journal of Statistics and Operation Research
Authors:
Keywords: Monte Carlo method, distribution fitting
Abstract:

The goodness‐of‐fit test of Towhidi and Salmanpour (2007), which is based on the empirical characteristic function is used for testing the fit of the generalized exponential distribution. Monte Carlo procedures are employed to obtain the empirical percentage points for the test statistic. In addition, an extensive power study is conducted to compare the performance of this test against the well known goodness‐of‐fit tests which are based on empirical distribution function.

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