Nonparametric approaches for analyzing carbon emission: from statistical and machine learning perspectives

Yiming Ma, Hang Liu, Shanyong Wang

Linear regression models, especially the extended STIRPAT model, are routinely-applied for analyzing carbon emissions data. However, since the relationship between carbon emissions…