Sparse principal component regression

Modeling of complex systems is commonly confronted with high dimensional set of independent variables. Similarly, econometric models are usually built using time series data that often exhibit nonstationarity due to the impact of some policies and other economic forces. In both cases, linear regre...

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Bibliographic Details
Published in:Philippine Statistician Vol. 62, no. 1 (2013), 33-50
Main Author: Lansangan, Joseph Ryan G.
Format: Article
Language:English
Published: 2013
Subjects: