most citedSmoothing parameter and model selection for general smooth models

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stat.ME2015★ 1.4k cited

Smoothing parameter and model selection for general smooth models

Simon N. Wood, Natalya Pya, Benjamin Säfken

This paper discusses a general framework for smoothing parameter estimation for models with regular likelihoods constructed in terms of unknown smooth functions of covariates. Gaus…