Nowcasting Recessions using the SVM Machine Learning Algorithm

Alexander James, Yaser S. Abu-Mostafa, Xiao Qiao

We introduce a novel application of Support Vector Machines (SVM), an important Machine Learning algorithm, to determine the beginning and end of recessions in real time. Nowcastin…