Sample size calculations for smoothing splines based on Bayesian confidence intervals

DOI10.1016/S0167-7152(97)00168-5zbMath1246.62126OpenAlexW2029362385MaRDI QIDQ449926

Yuedong Wang

Publication date: 2 September 2012

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-7152(97)00168-5

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Bayesian inference (62F15) Nonparametric tolerance and confidence regions (62G15)

Cites Work

• The average posterior variance of a smoothing spline and a consistent estimate of the average squared error
• Behavior near zero of the distribution of GCV smoothing parameter estimates
• Bootstrap confidence intervals for smoothing splines and their comparison to bayesian confidence intervals
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