ZHAO Hui, XIAO Ming. The Application of Bagging to Hybrid Adaptive Splines[J]. Chinese Journal of Applied Probability and Statistics, 2005, 21(3): 278-284.
Citation: ZHAO Hui, XIAO Ming. The Application of Bagging to Hybrid Adaptive Splines[J]. Chinese Journal of Applied Probability and Statistics, 2005, 21(3): 278-284.

The Application of Bagging to Hybrid Adaptive Splines

  • We analyze the effect of Bagging on hybrid adaptive splines and propose a new spatially adaptive nonparametric estimation procedure. Simulation studies demonstrate its advantages in spatial adaptability and competitive performance with other existing well-known methods. Moreover, this method can be easily extended to multivariate cases.
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