International Journal of Astronomy and Astrophysics

Volume 11, Issue 1 (March 2021)

ISSN Print: 2161-4717   ISSN Online: 2161-4725

Google-based Impact Factor: 1  Citations  

New Probability Distributions in Astrophysics: V. The Truncated Weibull Distribution

HTML  XML Download Download as PDF (Size: 884KB)  PP. 133-149  
DOI: 10.4236/ijaa.2021.111008    417 Downloads   1,335 Views  Citations
Author(s)

ABSTRACT

We demonstrate that certain astrophysical distributions can be modelled with the truncated Weibull distribution, which can lead to some insights: in particular, we report the average value, the rth moment, the variance, the median, the mode, the generation of random numbers, and the evaluation of the two parameters with maximum likelihood estimators. The first application of the Weibull distribution is the initial mass function for stars. The magnitude version of the Weibull distribution 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 Weibull luminosity function allows us to model the average value of the absolute magnitude as a function of the redshift for the 2MRS galaxies.

Share and Cite:

Zaninetti, L. (2021) New Probability Distributions in Astrophysics: V. The Truncated Weibull Distribution. International Journal of Astronomy and Astrophysics, 11, 133-149. doi: 10.4236/ijaa.2021.111008.

Cited by

[1] New Probability Distributions in Astrophysics: XI. Left Truncation for the Topp-Leone Distribution
International Journal of Astronomy and Astrophysics, 2023
[2] New Probability Distributions in Astrophysics: IX. Truncation for Exponential, Half Gaussian and Sech-Square Distributions with Application to the Galactic …
International Journal of Astronomy and Astrophysics, 2022
[3] New Probability Distributions in Astrophysics: X. Truncation and Mass-Luminosity Relationship for the Frèchet Distribution
International Journal of Astronomy and Astrophysics, 2022
[4] New Probability Distributions in Astrophysics: VIII. The Truncated Weibull—Pareto Distribution
International Journal of Astronomy and Astrophysics, 2022
[5] New Probability Distributions in Astrophysics: VI. The Truncated Sujatha Distribution
International Journal of Astronomy and Astrophysics, 2021

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.