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math.ST2015★ 9 cited
Variational Multiscale Nonparametric Regression: Smooth Functions
Markus Grasmair, Housen Li, Axel Munk
For the problem of nonparametric regression of smooth functions, we reconsider and analyze a constrained variational approach, which we call the MultIscale Nemirovski-Dantzig (MIND…
math.ST2012★ 8 cited
Nonparametric instrumental regression with non-convex constraints
Markus Grasmair, Otmar Scherzer, Anne Vanhems
This paper considers the nonparametric regression model with an additive error that is dependent on the explanatory variables. As is common in empirical studies in epidemiology and…