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Loans - Changes in Accretable Yield (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Certain Loans Acquired in Transfer Not Accounted for as Debt Securities, Accretable Yield Movement Schedule [Roll Forward]    
Balance, beginning of period $ 875,958 $ 282,009
Acquisition 0 559,907
Accretion (53,492) (65,131)
Net increase in expected cash flows 68,305 0
Balance, end of period $ 890,771 $ 776,785