Statistical Inference under Censored Data for the New Exponential-X Fréchet Distribution: Simulation and Application to Leukemia Data
Algorithm 3
Fitting Type-I censored data using a modified KS algorithm.
(1)
Assume that the random sample has size with predetermined time at which to end the experiment
(2)
This sample is a right censored sample at time
(3)
Assume that U(x) is the PDF of the uniform distribution U(0,1)
(4)
Assume that F(x) is the CDF of the distribution, i.e., , where donates the order statistics
(5)
The modified KS statistic for the type-I censored data can be defined as follows: where is a nonnegative integer that is less than or equal to and where satisfies , and hence