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Data-Driven Choice of Smoothing Parameters
1997This 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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Journal of the Royal Statistical Society Series B: Statistical Methodology, 1998
Jeffrey S Simonoff, Chih-Ling Tsai
exaly
Jeffrey S Simonoff, Chih-Ling Tsai
exaly
Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models
Journal of the American Statistical Association, 2004Simon N Wood
exaly
Close-form solution and parameter selection for convex minimization-based edge-preserving smoothing
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998Stan Z Li
exaly
Kalman smoothing with persistent nuisance parameters
2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2014A. Aravkin +2 more
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Real-time local smoothing for five-axis linear toolpath considering smoothing error constraints
International Journal of Machine Tools and Manufacture, 2018Li-Min Zhu, Jie Huang
exaly

