Supervised Mixed-Frequency Learning for Macro-Financial Forecasting When Factors are Weak

Ulrich Hounyo, Zhendong Li

Factor-MIDAS regressions forecast a low-frequency target by extracting common factors from a large panel of high-frequency predictors via principal component analysis (PCA). While…