Variable prioritization in nonlinear black box methods: A genetic association case study

Author:

Crawford Lorin,Flaxman Seth R.,Runcie Daniel E.,West Mike

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Cited by 15 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. A simple approach for local and global variable importance in nonlinear regression models;Computational Statistics & Data Analysis;2024-06

2. Non-linear dimension reduction in factor-augmented vector autoregressions;Journal of Economic Dynamics and Control;2024-02

3. Multivariate sensitivity analysis for a large-scale climate impact and adaptation model;Journal of the Royal Statistical Society Series C: Applied Statistics;2023-05-15

4. A spectrum of explainable and interpretable machine learning approaches for genomic studies;WIREs Computational Statistics;2023-05-04

5. Real-time inflation forecasting using non-linear dimension reduction techniques;International Journal of Forecasting;2023-04

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