This study focuses on the impact of model estimation methods on earnings forecast accuracy. Compared with an ordinary … least squares (OLS) regression combined with winsorization, robust regression MM-estimation improves the earnings forecast … robust regression MM-estimation. This study contributes to earnings forecasting, valuation, and influential observation …