Title of article :
Varentropy estimators applied to test of fit for inverse Gaussian distribution
Author/Authors :
Alizadeh Noughabi ، Hadi Department of Statistics - University of Birjand , Shafaei Noughabi ، Mohammad Department of Mathematics and Statistics - University of Gonabad
From page :
13
To page :
32
Abstract :
Recently, Alizadeh and Shafaei (2023) introduced some estimators for varentropy of a continuous random variable. The present article applies these estimators and construct some tests of fit for Inverse Gaussian distribution. Percentage points and type I error of the new tests are obtained and then power values of the proposed tests against various alternatives are computed. The results of a simulation study show that the tests have a good performance in terms of power. Finally, a real data set is used to illustrate the application of the proposed tests.
Keywords :
Varentropy estimator , Inverse Gaussian distribution , Maximum likelihood estimates , Goodness , of , fit test , Percentage points , Monte Carlo simulation , Test power
Journal title :
Journal of Mahani Mathematical Research Center
Journal title :
Journal of Mahani Mathematical Research Center
Record number :
2768891
Link To Document :
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