翻译在进行了Lasso筛选变量之后我们继而用xgboost进行优化最后得出来的回归系数与品牌哑变量和地区经济效应更大一点

After performing Lasso variable selection, we proceeded to optimize with XGBoost, and the resulting regression coefficients were slightly larger for brand dummy variables and regional economic effects.