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Grid Point Approximation for Distributed Nonparametric Smoothing and Prediction
Journal of Computational and Graphical Statistics ( IF 1.4 ) Pub Date : 2024-10-03 , DOI: 10.1080/10618600.2024.2409817 Yuan Gao, Rui Pan, Feng Li, Riquan Zhang, Hansheng Wang
Journal of Computational and Graphical Statistics ( IF 1.4 ) Pub Date : 2024-10-03 , DOI: 10.1080/10618600.2024.2409817 Yuan Gao, Rui Pan, Feng Li, Riquan Zhang, Hansheng Wang
Kernel smoothing is a widely used nonparametric method in modern statistical analysis. The problem of efficiently conducting kernel smoothing for a massive dataset on a distributed system is a prob...
中文翻译:
用于分布式非参数平滑和预测的网格点近似
核平滑法是现代统计分析中广泛使用的非参数方法。在分布式系统上对海量数据集进行有效核平滑的问题是一个问题。
更新日期:2024-10-03
中文翻译:
用于分布式非参数平滑和预测的网格点近似
核平滑法是现代统计分析中广泛使用的非参数方法。在分布式系统上对海量数据集进行有效核平滑的问题是一个问题。