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Independence-Encouraging Subsampling for Nonparametric Additive Models
Journal of Computational and Graphical Statistics ( IF 2.4 ) Pub Date : 2024-03-01 , DOI: 10.1080/10618600.2024.2326136
Yi Zhang 1 , Lin Wang 2 , Xiaoke Zhang 1 , HaiYing Wang 3
Affiliation  

The additive model is a popular nonparametric regression method due to its ability to retain modeling flexibility while avoiding the curse of dimensionality. The backfitting algorithm is an intuiti...

中文翻译:

非参数可加模型的独立鼓励子采样

加法模型是一种流行的非参数回归方法,因为它能够保留建模灵活性,同时避免维数灾难。反向拟合算法是一种直观的...
更新日期:2024-03-01
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