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stat.CO2020
Lasso for hierarchical polynomial models
Hugo Maruri-Aguilar, Simon Lunagomez
In a polynomial regression model, the divisibility conditions implicit in polynomial hierarchy give way to a natural construction of constraints for the model parameters. We use th…
stat.CO2008
Smooth supersaturated models
Ron A. Bates, Hugo Maruri-Aguilar, Henry P. Wynn
In areas such as kernel smoothing and non-parametric regression there is emphasis on smooth interpolation and smooth statistical models. Splines are known to have optimal smoothnes…