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Additive decomposition 1 Consistency 1 Functional predictor 1 Functional regression 1 Predictive directions 1 Projection pursuit regression 1
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Ferraty, F. 1 Goia, A. 1 Salinelli, E. 1 Vieu, P. 1
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TEST: An Official Journal of the Spanish Society of Statistics and Operations Research 1
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RePEc 1
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Functional projection pursuit regression
Ferraty, F.; Goia, A.; Salinelli, E.; Vieu, P. - In: TEST: An Official Journal of the Spanish Society of … 22 (2013) 2, pp. 293-320
In this paper we introduce a flexible approach to approximate the regression function in the case of a functional … predictor and a scalar response. Following the Projection Pursuit Regression principle, we derive an additive decomposition …
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