Penalized regression with model‐based penalties
By Nancy E. Heckman, James O. Ramsay. 2000
133 citations recorded by the source corpus.
Subfields: Control and Systems Engineering, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/49d8cd3bb638605d2cd164234600bdf0a7209127
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In Control and Systems Engineering
In Statistics and Probability
Citations in the corpus
- Sparse Additive Ordinary Differential Equations for Dynamic Gene Regulatory Network Modeling (2014, background): “…2008; Chen and Wu 2008a,b; Liang and Wu 2008; Wu, Xue, and Kumar 2012), the principal differential analysis (PDA) and its extensions (Ramsay 1996; Heckman and Ramsay 2000; Ramsay and Silverman 2005; Poyton et al. 2006; Ramsay et al. 2007; Varziri et al. 2008; Qi and Zhao 2010), and the Bayesian…”
- Mechanistic Hierarchical Gaussian Processes (2014, methodology): “By examining the reproducing kernel Hilbert space (RKHS), the latent forcing approach can be shown to be similar to the smoothing approach of Heckman and Ramsay (2000) (see chaps.”
- Nonparametric Item Response Function Estimates with the EM Algorithm (2002, background): “Details on this more general penalty can be found in Heckman and Ramsay (2000).”