LASSO ISOtone for High Dimensional Additive Isotonic Regression

Additive isotonic regression attempts to determine the relationship between a multi-dimensional observation variable and a response, under the constraint that the estimate is the additive sum of univariate component effects that are monotonically increasing. In this article, we present a new method...

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Bibliographic Details
Main Authors: Fang, Z, Meinshausen, N
Format: Journal article
Language:English
Published: 2010