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Securities - Securities Portfolio (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Debt and Equity Securities, FV-NI [Line Items]    
Equity securities $ 40,723 $ 30,806
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 2,867,024 2,311,920
Gross Unrealized Gains 43,741 4,405
Gross Unrealized Losses (5,027) (44,316)
Fair Value 2,905,738 2,272,009
Schedule of Held-to-maturity Securities [Line Items]    
Amortized Cost 22,566 10,176
Fair Value 21,982  
U.S. treasury securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 40,946 37,925
Gross Unrealized Gains 143 17
Gross Unrealized Losses (4) (175)
Fair Value 41,085 37,767
U.S. agency securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 243,863 144,125
Gross Unrealized Gains 1,251 45
Gross Unrealized Losses (1,027) (1,607)
Fair Value 244,087 142,563
Collateralized mortgage obligations (CMOs)    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 1,567,116 1,336,531
Gross Unrealized Gains 25,483 3,362
Gross Unrealized Losses (2,046) (24,684)
Fair Value 1,590,553 1,315,209
Other mortgage-backed securities (MBSs)    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 668,935 477,665
Gross Unrealized Gains 9,753 520
Gross Unrealized Losses (1,181) (11,251)
Fair Value 677,507 466,934
Municipal securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 231,757 229,600
Gross Unrealized Gains 5,722 461
Gross Unrealized Losses (45) (2,874)
Fair Value 237,434 227,187
Schedule of Held-to-maturity Securities [Line Items]    
Amortized Cost 22,566 10,176
Gross Unrealized Gains 0 0
Gross Unrealized Losses (584) (305)
Fair Value 21,982 9,871
Corporate debt securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 114,407 86,074
Gross Unrealized Gains 1,389 0
Gross Unrealized Losses (724) (3,725)
Fair Value 115,072 82,349
Equity securities    
Debt and Equity Securities, FV-NI [Line Items]    
Equity securities $ 40,723 $ 30,806