We show that acceleration, a modified "echo momentum" of Novy-Marx (2012), predicts returns for a large set of financial assets: individual stocks, global equity indices, global sovereign bonds, currencies, mutual funds and hedge funds. This paper extends the results from Ardila-Alvarez et al....