In this thesis, a new weighted Lindley distribution mbased on compounding two Lindley random
variables introduced. Mathematical properties of this family are studied. The behavior of maxi-
mum likelihood estimationsis and other different estimator studied. This model is fitted to a real
data set and compared with some well-known models. The numerical results show that this model
provide better fit for this data set.