- Tytuł:
- On the maximum likelihood estimator in the generalized beta regression model
- Autorzy:
-
Rydlewski, J. P.
Mielczarek, D. - Powiązania:
- https://bibliotekanauki.pl/articles/255953.pdf
- Data publikacji:
- 2012
- Wydawca:
- Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
- Tematy:
-
nonlinear regression
beta distribution
scale parameter
shape parameter
maximum likelihood estimator - Opis:
- The subject of this article is to present the beta – regression model, where we assume that one parameter in the model is described as a combination of algebraically independent continuous functions. The proposed beta model is useful when the dependent variable is continuous and restricted to the bounded interval. The parameters are obtained by maximum likelihood estimation. We prove that estimators are consistent and asymptotically normal.
- Źródło:
-
Opuscula Mathematica; 2012, 32, 4; 761-774
1232-9274
2300-6919 - Pojawia się w:
- Opuscula Mathematica
- Dostawca treści:
- Biblioteka Nauki
Artykuł