Locally kernel weighted maximum likelihood estimator for local linear multi-predictor poisson regression

Locally kernel weighted maximum likelihood estimator for local linear multi-predictor poisson regression

We introduce a new multi-predictor regression model based on the Poisson distribution using a local linear approach called the local linear multi-predictor Poisson regression. The optimal bandwidth in this study was selected based on the maximum likelihood cross-validation (MLCV) value. The locally...

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Main Authors: Darnah, Memi Nor Hayati, Sri Wahyuningsih, Iriyani Kamaruddin, Suyitno, Andrea Tri Rian Dani, Rito Goejantoro, Desi Yuniarti, Fidia Deny Tisna Amijaya, Ika Purnamasari, Meiliyani Siringoringo, Surya Prangga, Ratna Kusuma, Rahmawati Munir
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:MethodsX
Subjects:
Locally Kernel Weighted Maximum Likelihood Estimator for Local Linear Multi-predictor Poisson Regression
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016125001049
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