Modified Local Linear Estimators in Partially Linear Additive Models with Right-Censored Data Based on Different Censorship Solution Techniques

Modified Local Linear Estimators in Partially Linear Additive Models with Right-Censored Data Based on Different Censorship Solution Techniques

This paper introduces a modified local linear estimator (LLR) for partially linear additive models (PLAM) when the response variable is subject to random right-censoring. In the case of modeling right-censored data, PLAM offers a more flexible and realistic approach to the estimation procedure by in...

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Bibliographic Details
Main Authors: Ersin Yılmaz, Dursun Aydın, S. Ejaz Ahmed
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Entropy
Subjects:
partially linear additive models
local linear regression
right-censored data
synthetic data
kNN imputation
Online Access:https://www.mdpi.com/1099-4300/25/9/1307

Internet

https://www.mdpi.com/1099-4300/25/9/1307

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