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Derivative Financial Instruments - Additional Information (Details)
$ in Thousands
3 Months Ended
Mar. 31, 2019
USD ($)
counterparty
Mar. 31, 2018
USD ($)
Dec. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
Derivative [Line Items]        
Notional amount $ 7,052,359   $ 5,911,385  
Accumulated other comprehensive income (loss) $ 1,549,927 $ 1,219,983 1,348,794 $ 1,212,287
Number of counterparties | counterparty 2      
Net Unrealized Losses on Interest Rate Agreements Accounted for as Cash Flow Hedges        
Derivative [Line Items]        
Accumulated other comprehensive income (loss) $ (40,000) (34,522) (34,000) $ (42,953)
Derivative Liabilities        
Derivative [Line Items]        
Notional amount 3,881,623   2,953,724  
Mortgage Banking Activities, Net        
Derivative [Line Items]        
Market valuations gains (losses), net 11,690 26,238    
Residential loan purchase and forward sale commitments | Mortgage Banking Activities, Net        
Derivative [Line Items]        
Market valuations gains (losses), net 11,311 (6,968)    
Interest rate contract        
Derivative [Line Items]        
Notional amount 3,970,000   3,850,000  
TBAs        
Derivative [Line Items]        
Notional amount 2,180,000   1,460,000  
TBAs | Derivative Liabilities        
Derivative [Line Items]        
Notional amount 1,265,000   935,000  
Unsecuritized Residential and Commercial Loans        
Derivative [Line Items]        
Derivative gain (loss) (45,000) 67,000    
Interest rate swaps | Cash Flow Hedging        
Derivative [Line Items]        
Derivative gain (loss) (6,000) $ 8,000    
Interest rate swaps | Derivative Liabilities        
Derivative [Line Items]        
Notional amount 2,296,000   1,742,000  
Interest rate swaps | Derivative Liabilities | Cash Flow Hedging        
Derivative [Line Items]        
Notional amount $ 139,500   $ 139,500