回归分析
功能数据分析
计算机科学
回归
过程(计算)
高斯过程
克里金
统计
人工智能
高斯分布
数学
机器学习
化学
计算化学
操作系统
作者
Jianghong Shi,Tae-Yong Choi
摘要
Gaussian Process Regression Analysis for Functional Data presents nonparametric statistical methods for functional regression analysis, specifically the methods based on a Gaussian process prior in a functional space. The authors focus on problems involving functional response variables and mixed covariates of functional and scalar variables.Coveri
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