An Analysis of Bayesian Inference for Nonparametric Regression

• 1 June 1993
• journal article
• Published by Institute of Mathematical Statistics in The Annals of Statistics
• Vol. 21  (2) , 903-923
• https://doi.org/10.1214/aos/1176349157

Abstract

Keywords

• SMOOTHING SPLINE
• FUNCTIONS
• SIGNALS
• STOCHASTIC DIFFERENTIAL EQUATION
• CONFIDENCE LEVEL
• PROBABILITY
• NONPARAMETRIC REGRESSION
• POSTERIOR PROBABILITY
• REGRESSION ANALYSIS
• SMOOTHING SPLINES
• CONFIDENCE REGION
• PRIOR DISTRIBUTION
• SAMPLING
• BAYES THEOREM
• NONPARAMETRIC STATISTICS
• OBSERVATION
• GAUSSIAN NOISE
• EXTRACTION
• BROWNIAN MOTION
• BAYESIAN INFERENCE