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Loans - Changes in Accretable Yield (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Certain Loans Acquired in Transfer Not Accounted for as Debt Securities, Accretable Yield Movement Schedule [Roll Forward]        
Balance, beginning of period $ 853,887 $ 630,550 $ 875,958 $ 282,009
Acquisition 0 0 0 474,208
Accretion (47,475) (54,367) (155,981) (180,034)
Net (decrease) increase in expected cash flows (58,268) 23,983 28,167 23,983
Balance, end of period $ 748,144 $ 600,166 $ 748,144 $ 600,166