Confidence Intervals for Smoothing Splines
| Authors | |
|---|---|
| Year of publication | 2004 |
| Type | Article in Proceedings |
| Conference | Datastat 03, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15 |
| MU Faculty or unit | |
| Citation | |
| 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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