most citedConvergence guarantee for the sparse monotone single index model

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math.ST2021★ 1 cited

Convergence guarantee for the sparse monotone single index model

Ran Dai, Hyebin Song, Rina Foygel Barber +1

We consider a high-dimensional monotone single index model (hdSIM), which is a semiparametric extension of a high-dimensional generalize linear model (hdGLM), where the link functi…

math.ST2019

The bias of isotonic regression

Ran Dai, Hyebin Song, Rina Foygel Barber +1

We study the bias of the isotonic regression estimator. While there is extensive work characterizing the mean squared error of the isotonic regression estimator, relatively little…