Süleyman Demirel University Journal of Natural and Applied (SDU J Nat Appl Sci), cilt.27, sa.1, ss.42-50, 2023 (Hakemli Dergi)
In this paper, we proposed DUS inverse
Weibull (DIW) distribution using
the DUS transformation method. We
provide comprehensive description of the statistical properties of the subject
distribution. In addition, a Monte Carlo simulation study is conducted to
compare the efficiencies of the considered estimators for the parameters of the
proposed distribution. In order to show the implementation of the proposed
distribution to linear models, distribution of error terms is taken to be DIW in the simple linear regression
model. Also, a simulation study is carried out to compare the performances of the
estimators of the unknown regression parameters.