Resolution and Scale Independent Function Matching Using a String Energy Penalized Spline Prior

David M. Rogers, Thomas L. Beck

The extension of the classical Bayesian penalized spline method to inference on vector-valued functions is considered, with an emphasis on characterizing the suitability of the met…