Nonparametric principal components regression
Abstract (The issue of specification bias and multicollinearity are often encountered when modeling in a high dimensional data. Principal components regression resolves the multicollinearity problem but not the specification bias due to the selection of the important principal components to be inclu...
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| Format: | Thesis |
| Language: | English |
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Quezon City
University of the Philippines
c2010.
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