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

Author:

Yang Ting1,Tan Zhiqiang2

Affiliation:

1. Yelp, Inc., San Francisco, CA;;

2. Department of Statistics, Rutgers University, Piscataway, NJ

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Discrete Mathematics and Combinatorics,Statistics and Probability

Reference43 articles.

1. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

2. Monotonicity of quadratic-approximation algorithms

3. Breiman, L., Cutler, A., Liaw, A., and Wiener. M. (2018), randomForest: Breiman and Cutler’s Random Forests for Classification and Regression (R package version 4.6-14) https://cran.r-project.org/web/packages/randomForest/index.html.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Block-wise primal-dual algorithms for large-scale doubly penalized ANOVA modeling;Computational Statistics & Data Analysis;2024-06

2. MARS via LASSO;The Annals of Statistics;2024-06-01

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