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Derivative Financial Instruments - Additional Information (Details)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
USD ($)
counterparty
Sep. 30, 2016
USD ($)
Sep. 30, 2017
USD ($)
counterparty
Sep. 30, 2016
USD ($)
Jun. 30, 2017
USD ($)
Dec. 31, 2016
USD ($)
Jun. 30, 2016
USD ($)
Dec. 31, 2015
USD ($)
Derivative [Line Items]                
Notional amount $ 6,244,759   $ 6,244,759     $ 4,980,343    
Accumulated other comprehensive income $ 1,208,640 $ 1,130,130 $ 1,208,640 $ 1,130,130   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 $ (44,353) (69,853) $ (44,353) (69,853) $ (44,688) (44,020) $ (70,518) $ (47,363)
Mortgage Banking Activities, Net                
Derivative [Line Items]                
Market valuations gains and losses, net 21,058 9,384 49,335 24,063        
Loan purchase commitments | Mortgage Banking Activities, Net                
Derivative [Line Items]                
Market valuations gains and losses, net 13,276 12,021 33,947 35,508        
Interest rate contract                
Derivative [Line Items]                
Notional amount 2,650,000   2,650,000     2,460,000    
TBAs                
Derivative [Line Items]                
Notional amount 1,940,000   1,940,000     1,360,000    
Futures                
Derivative [Line Items]                
Notional amount 37,000   37,000     $ 88,000    
Unsecuritized Residential and Commercial Loans                
Derivative [Line Items]                
Derivative gain (loss) (9,000) (5,000) (36,000) (11,000)        
Interest rate swaps | Cash Flow Hedging                
Derivative [Line Items]                
Derivative gain (loss) $ 300 $ 1,000 $ (400) $ (23,000)