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Loans - Changes in Accretable Yield (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Certain Loans Acquired in Transfer Not Accounted for as Debt Securities, Accretable Yield Movement Schedule [Roll Forward]        
Balance, beginning of period $ 630,550 $ 246,278 $ 282,009 $ 294,514
Acquisition 0 0 474,208 0
Accretion (54,367) (20,626) (180,034) (68,862)
Net increase in expected cash flows 23,983 0 23,983 0
Balance, end of period $ 600,166 $ 225,652 $ 600,166 $ 225,652