Abstract

Abstract : The report presents classes of prior distributions for which the Bayes' estimate of an unknown function given certain observations is a spline function. (Author)

Keywords

MathematicsSmoothingEstimationBayesian probabilityApplied mathematicsSmoothing splineEconometricsBayes estimatorStatisticsEconomics

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Publication Info

Year
1970
Type
article
Volume
41
Issue
2
Pages
495-502
Citations
947
Access
Closed

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Cite This

George Kimeldorf, Grace Wahba (1970). A Correspondence Between Bayesian Estimation on Stochastic Processes and Smoothing by Splines. The Annals of Mathematical Statistics , 41 (2) , 495-502. https://doi.org/10.1214/aoms/1177697089

Identifiers

DOI
10.1214/aoms/1177697089