|
DSpace at King Saud University >
King Saud University >
COLLEGES >
Science Colleges >
College of Science >
College of Science >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/123456789/10665
|
| Title: | Mixture of two inverse Weibull distributions: Properties and estimation |
| Authors: | Sultan, KS
Ismail, MA
Al-Moisheer, AS |
| Keywords: | Finite mixtures
Mixing proportion
Mode
Median;
Reliability
failure rate functions
Identifiability; EM Algorithm
Monte Carlo method |
| Issue Date: | 2005 |
| Publisher: | Conference Information: Conference on Computational Statistics and Data Analysis, OCT 28-31, 2005 Limassol, CYPRUS Source: COMPUTATIONAL STATISTICS & DATA ANALYSIS |
| Citation: | Volume: 51 Issue: 11 Pages: 5377-5387 |
| Abstract: | The mixture model of two Inverse Weibull distributions (MTIWD) is investigated. First, some properties of the model with some graphs of the density and hazard function are discussed. Next, the identifiability property of the MTIWD is proved. In addition, the estimates of the unknown parameters via the EM Algorithm are obtained. The performance of the findings in the paper is showed by demonstrating some numerical illustrations through Monte Carlo simulations. |
| URI: | http://hdl.handle.net/123456789/10665 |
| Appears in Collections: | College of Science
|
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.
|
