Hierarchical Total Variations and Doubly Penalized ANOVA Modeling for Multivariate Nonparametric Regression

Ting Yang, Zhiqiang Tan

For multivariate nonparametric regression, functional analysis-of-variance (ANOVA) modeling aims to capture the relationship between a response and covariates by decomposing the un…