Smoothing Spline ANOVA Models pp 231-260 | Cite as
Asymptotic Convergence
Chapter
Abstract
In this chapter, we develop an asymptotic theory concerning the rates of convergence of penalized likelihood estimates to the target functions as the sample size goes to infinity. The rates are calculated in terms of problem-specific loss functions derived from the respective stochastic settings.
Keywords
Convergence Rate Fourier Coefficient Asymptotic Convergence Fourier Series Expansion Hazard Estimate
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Copyright information
© Springer Science+Business Media New York 2002