Renewable estimation in linear expectile regression models with streaming data sets

Wei Cao, Shanshan Wanga, Xiaoxue Hua

Streaming data often exhibit heterogeneity due to heteroscedastic variances or inhomogeneous covariate effects. Online renewable quantile and expectile regression methods provide v…