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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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Asıl Yazarlar: Ersin Yılmaz, Dursun Aydın, S. Ejaz Ahmed
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI AG 2023-09-01
Seri Bilgileri:Entropy
Konular:
partially linear additive models
local linear regression
right-censored data
synthetic data
kNN imputation
Online Erişim:https://www.mdpi.com/1099-4300/25/9/1307
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