LGB+ improves macroeconomic forecasts by letting linear basis functions compete with or alternate against tree updates inside gradient boosting, yielding native linear/nonlinear decomposition of predictions.
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LGB+: A Macroeconomic Forecasting Road Test
LGB+ improves macroeconomic forecasts by letting linear basis functions compete with or alternate against tree updates inside gradient boosting, yielding native linear/nonlinear decomposition of predictions.