most citedRobust Hypothesis Test for Nonlinear Effect with Gaussian Processes

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stat.CO2018

CVEK: Robust Estimation and Testing for Nonlinear Effects using Kernel Machine Ensemble

Wenying Deng, Jeremiah Zhe Liu, Erin Lake +1

The R package CVEK introduces a suite of flexible machine learning models and robust hypothesis tests for learning the joint nonlinear effects of multiple covariates in limited sam…