Modeling the Cigarette Consumption of Poor Households Using Penalized Zero-Inflated Negative Binomial Regression with Minimax Concave Penalty

Modeling the Cigarette Consumption of Poor Households Using Penalized Zero-Inflated Negative Binomial Regression with Minimax Concave Penalty

The cigarette commodity is the second largest contributor to the food poverty line. Several aspects imply that poor people consume cigarettes despite having a minimal income. In this study, we are interested in investigating factors influencing poor people to be active smokers. Since the consumption...

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Bibliographic Details
Main Authors: Yudhie Andriyana, Rinda Fitriani, Bertho Tantular, Neneng Sunengsih, Kurnia Wahyudi, I Gede Nyoman Mindra Jaya, Annisa Nur Falah
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Mathematics
Subjects:
penalized
zero inflated
negative binomial
minimax concave penalty
variable selection
cigarette consumption
Online Access:https://www.mdpi.com/2227-7390/11/14/3192

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