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Article
Estimation Of Multiple Linear Functional Relationships
Journal of Modern Applied Statistical Methods
  • Amjad D. Al-Nasser, Yarmouk University, Jordan
Publication Date
5-1-2004
Abstract
This article deals with multiple linear functional relationships models. Two robust estimations procedure are proposed to estimate the model, based on Generalized Maximum Entropy and Partial Least Square. They are distribution free and do not rely (so much) on classical assumptions. The experiments showed that the GME approach outperforms the PLS in terms of mean squares of errors (MSE). Empirical examples are studied.
DOI
10.22237/jmasm/1083370920
Citation Information
Amjad D. Al-Nasser. "Estimation Of Multiple Linear Functional Relationships" (2004)
Available at: http://works.bepress.com/amjad_al-nasser/4/