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Investment Securities - Contractual Maturity (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Amortized Cost    
Due after one year through five years $ 356,451  
Due after five years through ten years 297,637  
Due after ten years 20,543  
Total contractual maturities 674,631  
Mortgage- and asset-backed securities 4,682,644  
Amortized Cost 5,357,275 $ 5,176,615
Fair Value    
Due after one year through five years 345,162  
Due after five years through ten years 289,694  
Due after ten years 20,479  
Total contractual maturities 655,335  
Mortgage- and asset-backed securities 4,579,323  
Fair value 5,234,658 5,077,514
Government agency mortgage-backed securities    
Amortized Cost    
Mortgage- and asset-backed securities 356,858  
Amortized Cost 356,858 190,485
Fair Value    
Mortgage- and asset-backed securities 351,390  
Fair value 351,390 185,663
Government-sponsored enterprises mortgage-backed securities    
Amortized Cost    
Mortgage- and asset-backed securities 178,702  
Amortized Cost 178,702 208,034
Fair Value    
Mortgage- and asset-backed securities 174,741  
Fair value 174,741 204,385
Collateralized mortgage obligations: Government agency    
Amortized Cost    
Mortgage- and asset-backed securities 3,367,173  
Amortized Cost 3,367,173 3,409,822
Fair Value    
Mortgage- and asset-backed securities 3,290,474  
Fair value 3,290,474 3,351,822
Collateralized mortgage obligations: Government-sponsored enterprises    
Amortized Cost    
Mortgage- and asset-backed securities 779,911  
Amortized Cost 779,911 700,338
Fair Value    
Mortgage- and asset-backed securities 762,718  
Fair value $ 762,718 $ 687,921