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Investment Securities, AFS and HTM Contractual Maturities (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Amortized Cost    
Due in one year or less $ 2,000  
Due after one year through five years 2,000  
Due after five years through ten years 0  
Due after ten years 0  
Total debt securities 4,000  
Fair Value    
Due in one year or less 1,999  
Due after one year through five years 2,000  
Due after five years through ten years 0  
Due after ten years 0  
Total debt securities 3,999  
Investment securities available for sale, amortized cost 4,043,470 $ 4,100,417
Investment securities available for sale, at fair value $ 3,948,510 4,043,446
Ratio of Fair Value to Amortized Cost 97.70%  
Amortized Cost    
Due in one year or less $ 48,865  
Due after one year through five years 187,828  
Due after five years through ten years 409,682  
Due after ten years 1,144,309  
Total debt securities 1,790,683  
Amortized Cost 2,740,511 2,282,853
Fair Value    
Due in one year or less 49,128  
Due after one year through five years 186,797  
Due after five years through ten years 406,702  
Due after ten years 1,141,032  
Total debt securities 1,783,659  
Total debt securities $ 2,710,271 2,283,574
Ratio of Fair Value to Amortized Cost 98.90%  
Private-label    
Fair Value    
Investment securities available for sale, amortized cost $ 1,007 1,067
Investment securities available for sale, at fair value 1,003 1,059
Amortized Cost    
Amortized Cost 0  
Fair Value    
Total debt securities 0  
GNMA commercial mortgage-related securities    
Fair Value    
Investment securities available for sale, amortized cost 1,273,309 1,547,173
Investment securities available for sale, at fair value 1,220,797 1,513,277
Amortized Cost    
Amortized Cost 505,434 546,098
Fair Value    
Total debt securities 490,414 539,888
FFELP asset backed securities    
Fair Value    
Investment securities available for sale, amortized cost 297,347  
Investment securities available for sale, at fair value 297,360  
Amortized Cost    
Amortized Cost 0  
Fair Value    
Total debt securities 0  
Equity securities    
Fair Value    
Investment securities available for sale, amortized cost 1,568 1,519
Investment securities available for sale, at fair value 1,568 1,632
Amortized Cost    
Amortized Cost 0  
Fair Value    
Total debt securities 0  
FNMA / FHLMC | Residential Related Securities    
Fair Value    
Investment securities available for sale, amortized cost 296,296 457,680
Investment securities available for sale, at fair value 295,252 464,768
Amortized Cost    
Amortized Cost 92,788 40,995
Fair Value    
Total debt securities 91,162 40,904
GNMA | Residential Related Securities    
Fair Value    
Investment securities available for sale, amortized cost 2,169,943 1,944,453
Investment securities available for sale, at fair value 2,128,531 1,913,350
Amortized Cost    
Amortized Cost 351,606 414,440
Fair Value    
Total debt securities $ 345,035 $ 410,740