Abstract
This paper reviews the Lindley distribution and then introduces the scale and the double truncation. The unknown parameters of the truncated Lindley distribution are evaluated with the maximum likelihood estimators. An application of the Lindley distribution with scale is done to the initial mass function for stars. The magnitude version of the Lindley distribution with scale is applied to the luminosity function for the Sloan Digital Sky Survey (SDSS) galaxies and to the photometric maximum of the 2MASS Redshift Survey (2MRS) galaxies. The truncated Lindley luminosity function allows to model the Malquist bias of the 2MRS galaxies.
Subject
Astronomy and Astrophysics
Reference47 articles.
1. Fiducial Distributions and Bayes' Theorem
2. Introduction to Probability and Statistics from a Bayesian Viewpoint;Lindley,1965
3. Lindley distribution and its application
4. Generalized Lindley Distribution;Zakerzadeh;J. Math. Ext.,2009
5. The Truncated Lindley Distribution: Inference and Application
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