On the estimation of Bell regression model using ridge estimator

The bell regression is used, when the response variable is in the form of counts with over dispersion. The bell regression coefficients are generally estimated using the maximum likelihood estimator (MLE). It is known that the performance of the traditional MLE is very sensitive to multicollinearity...

Celý popis

Podrobná bibliografia

Vydané v:	Communications in statistics. Simulation and computation Ročník 52; číslo 3; s. 854 - 867
Hlavní autori:	Amin, Muhammad, Akram, Muhammad Nauman, Majid, Abdul
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Philadelphia Taylor & Francis 04.03.2023 Taylor & Francis Ltd
Predmet:	Bell distribution Bell ridge regression Bells Maximum likelihood estimator Maximum likelihood estimators Mean squared error Monte Carlo simulation Multicollinearity Regression coefficients Regression models
ISSN:	0361-0918, 1532-4141
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!