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Prediction with Additive Models—Simulation and Application with Real Data.
- Source :
- Communications in Statistics: Simulation & Computation; Aug2004, Vol. 33 Issue 3, p825-842, 18p
- Publication Year :
- 2004
-
Abstract
- In this paper we study the predictor behaviour of the additive model. The prediction equation is introduced as well as the computational considerations to select the smoothing parameters through cross-validation. The additive predictor is compared with a partially linear predictor in a broad simulation study and an application to a real case, prediction of the atmospheric concentration of SO2 in sample stations. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 03610918
- Volume :
- 33
- Issue :
- 3
- Database :
- Complementary Index
- Journal :
- Communications in Statistics: Simulation & Computation
- Publication Type :
- Academic Journal
- Accession number :
- 14807012
- Full Text :
- https://doi.org/10.1081/SAC-200033380