2 problems

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Li and Liang's conjecture on penalty magnitudes and estimator standard errors
Let $\lambda_j$ be the smoothing or penalty parameter associated with the $j$ th component, and let $\beta_j$ be the corresponding regression parameter. The unpenalized maximum pseu…
Conjectureopengeneralized-additive-models penalized-likelihood variable-selectionarXiv posted 2 days ago
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Extension of the proposed procedure to interactions in generalized additive partial linear models
A generalized additive partial linear model may include interactions between its nonparametric components, and tensor polynomial splines can be used to approximate such interaction…
Conjectureopengeneralized-additive-models model-selection spline-approximationarXiv posted 2 days ago

Li and Liang's conjecture on penalty magnitudes and estimator standard errors