Publication details

Confidence Intervals for Smoothing Splines



Year of publication 2004
Type Article in Proceedings
Conference Datastat 03, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15
MU Faculty or unit

Faculty of Economics and Administration

Field Applied statistics, operation research
Keywords Smoothing spline; confidence interval; bootstrap
Description Bootstrap confidence intervals for smoothing spline estimates based on Gaussian data are constructed and compared to the commonly used Bayesian confidence intervals. It is shown in the simulation study, that some variations of the bootstrap confidence intervals behave similarly to the Bayesian confidence intervals.
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