Previously, Astoria Financial agreed to merge with New York Community Bancorp (NYSE: NYCB), but that deal reportedly failed to pass regulatory scrutiny. The combined institution would have been heavily invested in commercial real estate loans, given that New York Community Bancorp operates as something of a specialist in commercial real estate and multi-family loans within the New York market.