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math.ST2018
Correcting an estimator of a multivariate monotone function with isotonic regression
Ted Westling, Mark van der Laan, Marco Carone
In many problems, a sensible estimator of a possibly multivariate monotone function may itself fail to be monotone. We study the correction of such an estimator obtained via projec…
math.ST2018
A unified study of nonparametric inference for monotone functions
Ted Westling, Marco Carone
The problem of nonparametric inference on a monotone function has been extensively studied in many particular cases. Estimators considered have often been of so-called Grenander ty…