TY - BOOK AU - Amin, Modhurima Dey AU - Badruddoza, Syed AU - Sarasty, Oscar TI - Comparing the great recession and COVID-19 using Long Short-Term Memory: A close look into agricultural commodity prices SN - 2040-5804 PB - Applied Economic Perspectives and Policy KW - Agricultural Commodity KW - Covid-19 KW - Long Short-Term Memory KW - Recession KW - United States KW - Machine Learning N2 - We employ a neural network (NN) approach - Long Short-Term Memory (LSTM) - to study agricultural commodity prices during the 2008 Great Recession and the COVID-19 recession. Our analysis reveals more structural breaks and higher volatility in plant-based UR - https://onlinelibrary.wiley.com/doi/abs/10.1002/aepp.13472 ER -