Weighted least squares estimation by multivariate-dependent weights for linear regression models

Lei Huang, Chengyue Liu, Li Wang

Multivariate linear regression models often face the problem of heteroscedasticity caused by multiple explanatory variables. The weighted least squares estimation with univariate-d…