We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
The odd log-logistic Topp-Leone G family of distributions: heteroscedastic regression models and applications.
- Authors
Alizadeh, Morad; Lak, Fazlollah; Rasekhi, Mahdi; Ramires, Thiago G.; Yousof, Haitham M.; Altun, Emrah
- Abstract
We introduce a new class of distributions and provide a comprehensive treatment of its mathematical properties. The maximum likelihood method is discussed to estimate the parameters of the new model by means of Monte-Carlo simulation study. The heteroscedastic regression models with long-term survival are introduced to model data sets with the non homogeneity of the error variances in the presence of cured individuals. The potentiality of the proposed models is illustrated by means of four real data sets.
- Subjects
DISTRIBUTION (Probability theory); HETEROSCEDASTICITY; REGRESSION analysis; MAXIMUM likelihood statistics; ERROR analysis in mathematics; ANALYSIS of variance
- Publication
Computational Statistics, 2018, Vol 33, Issue 3, p1217
- ISSN
0943-4062
- Publication type
Article
- DOI
10.1007/s00180-017-0780-9