Makale detayı · 2017
Liu Estimator in Partly Linear Regression Models with Correlated Errors
Communications in Statistics - Simulation and Computation
YÖKSİS
OpenAlex
SJR Q3
JCR Q4
Atıf 0
Yüzdelik 12.3%
FWCI 0.0
- Yıl
- 2017
- ISSN
0361-0918- Tür
- article
Veri kaynağı ayrımı
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- OpenAlex OpenAlex zenginleştirmesi (özet, atıf, konular)
Özet
İngilizce (OpenAlex)
This article is concerned with the parameter estimation in partly linear regression models when the errors are dependent. To overcome the multicollinearity problem, a generalized Liu estimator is proposed. The theoretical properties of the proposed estimator and its relationship with some existing methods designed for partly linear models are investigated. Finally, a hypothetical data is conducted to illustrate some of the theoretical results.
Konular
- Advanced Statistical Methods and Models
- Control Systems and Identification
- Fuzzy Systems and Optimization
Birincil konu Advanced Statistical Methods and Models