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Derivative Financial Instruments - Additional Information (Details)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2017
USD ($)
counterparty
Jun. 30, 2016
USD ($)
Jun. 30, 2017
USD ($)
counterparty
Jun. 30, 2016
USD ($)
Mar. 31, 2017
USD ($)
Dec. 31, 2016
USD ($)
Mar. 31, 2016
USD ($)
Dec. 31, 2015
USD ($)
Derivative [Line Items]                
Notional amount $ 5,240,950   $ 5,240,950     $ 4,980,343    
Accumulated other comprehensive income $ 1,179,424 $ 1,092,603 $ 1,179,424 $ 1,092,603   1,149,428   $ 1,146,265
Number of counterparties (in counterparties) | counterparty 3   3          
Net Unrealized Losses on Interest Rate Agreements Accounted for as Cash Flow Hedges                
Derivative [Line Items]                
Accumulated other comprehensive income $ (44,688) (70,518) $ (44,688) (70,518) $ (42,273) (44,020) $ (61,588) $ (47,363)
Mortgage Banking Activities, Net                
Derivative [Line Items]                
Market valuations gains and losses, net 10,880 7,442 28,277 14,679        
Loan purchase commitments | Mortgage Banking Activities, Net                
Derivative [Line Items]                
Market valuations gains and losses, net 10,406 10,852 20,671 23,487        
Interest rate contract                
Derivative [Line Items]                
Notional amount 2,550,000   2,550,000     2,460,000    
TBAs                
Derivative [Line Items]                
Notional amount 1,260,000   1,260,000     1,360,000    
Futures                
Derivative [Line Items]                
Notional amount 36,500   36,500     $ 88,000    
Unsecuritized Residential and Commercial Loans                
Derivative [Line Items]                
Derivative gain (loss) (20,000) 2,000 (27,000) (5,000)        
Interest rate swaps | Cash Flow Hedging                
Derivative [Line Items]                
Derivative gain (loss) $ (2,000) $ (9,000) $ (1,000) $ (23,000)