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Data-Driven Choice of Smoothing Parameters

1997
This chapter is devoted to the problem of choosing the smoothing parameter of a nonparametric regression estimator, a problem that plays a major role in the remainder of this book. We will use S to denote a generic smoothing parameter when we are not referring to a particular type of smoother.
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Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion

Journal of the Royal Statistical Society Series B: Statistical Methodology, 1998
Jeffrey S Simonoff, Chih-Ling Tsai
exaly  

Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models

Journal of the American Statistical Association, 2004
Simon N Wood
exaly  

Optimal Filtering and a Smoothing Algorithm for a Singular System With a Complex Stochastic Uncertain Parameter Matrix

IEEE Transactions on Circuits and Systems II: Express Briefs, 2020
Xingkai Yu, Jianxun Li
exaly  

Close-form solution and parameter selection for convex minimization-based edge-preserving smoothing

IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998
Stan Z Li
exaly  

Kalman smoothing with persistent nuisance parameters

2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2014
A. Aravkin   +2 more
openaire   +1 more source

Real-time local smoothing for five-axis linear toolpath considering smoothing error constraints

International Journal of Machine Tools and Manufacture, 2018
Li-Min Zhu, Jie Huang
exaly  

Stimulus smoothness influences pRF parameters

Linhardt, David   +4 more
openaire   +1 more source

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