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Loans - Changes in Accretable Yield (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Certain Loans Acquired in Transfer Not Accounted for as Debt Securities, Accretable Yield Movement Schedule [Roll Forward]        
Balance, beginning of period $ 890,771 $ 691,086 $ 875,958 $ 282,009
Acquisition 0 0 0 474,208
Accretion (55,014) (60,536) (108,506) (125,667)
Net increase in expected cash flows 18,130 0 86,435 0
Balance, end of period $ 853,887 $ 630,550 $ 853,887 $ 630,550