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A hat matrix for monotonicity constrained B-spline and P-spline regression

URN to cite this document:
urn:nbn:de:bvb:355-epub-314507
Kagerer, Kathrin
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Date of publication of this fulltext: 11 Mar 2015 08:46


Abstract

Splines constitute an interesting way to flexibly estimate a nonlinear relationship between several covariates and a response variable using linear regression techniques. The popularity of splines is due to their easy application and hence the low computational costs since their basis functions can be added to the regression model like usual covariates. As long as no inequality constraints and ...

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