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Derivatives - Schedule of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Mar. 31, 2019
Dec. 31, 2018
Jul. 31, 2017
Derivatives, Fair Value [Line Items]      
Notional Amount     $ 100,000
Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount $ 1,624,857 $ 1,258,047  
Asset 18,728 13,595  
Liability 12,400 11,637  
Interest rate contracts | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 346,545 295,333  
Asset 9,073 6,679  
Liability 9,073 6,679  
Forward commitments | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 599,205 474,208  
Asset 0 0  
Liability 3,327 4,958  
Interest rate-lock commitments | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 492,507 318,706  
Asset 8,121 6,241  
Liability 0 0  
Futures contracts | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 178,000 166,000  
Asset 1,456 649  
Liability 0 0  
Option contracts | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 8,600 3,800  
Asset 78 26  
Liability 0 0  
Interest rate swaps | Designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 30,000 30,000  
Asset 274 721  
Liability $ 0 $ 0