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Investment Securities - Contractual Maturity (Details) - USD ($)
$ in Thousands
Sep. 30, 2017
Dec. 31, 2016
Amortized Cost    
Due after one year through five years $ 330,821  
Due after five years through ten years 323,583  
Total contractual maturities 654,404  
Mortgage- and asset-backed securities 4,726,665  
Amortized Cost 5,381,069 $ 5,176,615
Fair Value    
Due after one year through five years 323,769  
Due after five years through ten years 318,135  
Total contractual maturities 641,904  
Mortgage- and asset-backed securities 4,673,069  
Total available for sale securities 5,314,973 5,077,514
Government agency mortgage-backed securities    
Amortized Cost    
Mortgage- and asset-backed securities 163,289  
Amortized Cost 163,289 190,485
Fair Value    
Mortgage- and asset-backed securities 159,787  
Total available for sale securities 159,787 185,663
Government-sponsored enterprises mortgage-backed securities    
Amortized Cost    
Mortgage- and asset-backed securities 186,957  
Amortized Cost 186,957 208,034
Fair Value    
Mortgage- and asset-backed securities 184,139  
Total available for sale securities 184,139 204,385
Non-government asset-backed securities    
Amortized Cost    
Mortgage- and asset-backed securities 101  
Amortized Cost 101 12,592
Fair Value    
Mortgage- and asset-backed securities 101  
Total available for sale securities 101 12,583
Collateralized mortgage obligations: Government agency    
Amortized Cost    
Mortgage- and asset-backed securities 3,551,654  
Amortized Cost 3,551,654 3,409,822
Fair Value    
Mortgage- and asset-backed securities 3,513,904  
Total available for sale securities 3,513,904 3,351,822
Collateralized mortgage obligations: Government-sponsored enterprises    
Amortized Cost    
Mortgage- and asset-backed securities 824,664  
Amortized Cost 824,664 700,338
Fair Value    
Mortgage- and asset-backed securities 815,138  
Total available for sale securities $ 815,138 $ 687,921