Philippe Goulet Coulombe

How is machine learning useful for macroeconomic forecasting?

Philippe Goulet Coulombe, Maxime Leroux, Dalibor Stevanović et al. · Journal of Applied Econometrics · 2022 · 216 citations · Full text

Computing, Economics, Forecasting +16

The macroeconomy as a random forest

Philippe Goulet Coulombe · Journal of Applied Econometrics · 2024 · 40 citations · Full text

Social Sciences, Computer Science, Economics +17

When will Arctic sea ice disappear? Projections of area, extent, thickness, and volume

Francis X. Diebold, Glenn D. Rudebusch, Maximilian Göbel et al. · Journal of Econometrics · 2023 · 23 citations

Natural Sciences, Earth Sciences, Physical Geography +12

Predicting September Arctic Sea Ice: A Multimodel Seasonal Skill Comparison

Mitchell Bushuk, Sahara Ali, David A. Bailey et al. · Bulletin of the American Meteorological Society · 2024 · 22 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Assessing and comparing fixed-target forecasts of Arctic sea ice: Glide charts for feature-engineered linear regression and machine learning models

Francis X. Diebold, Maximilian Göbel, Philippe Goulet Coulombe · Energy Economics · 2023 · 15 citations

Natural Sciences, Meteorology, Ocean Engineering +17