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Investment Securities, AFS and HTM Contractual Maturities (Details) - USD ($)
$ in Thousands
Mar. 31, 2019
Dec. 31, 2018
Amortized Cost    
Available for Sale, Due in one year or less $ 1,000  
Available for Sale, Due after one year through five years 2,000  
Available for Sale, Due after five years through ten years 0  
Available for Sale, Due after ten years 0  
Available for Sale, Total debt securities 3,000  
Available for Sale, amortized cost 3,895,540 $ 4,041,902
Fair Value    
Available for Sale, Due in one year or less 1,000  
Available for Sale, Due after one year through five years 2,000  
Available for Sale, Due after five years through ten years 0  
Available for Sale, Due after ten years 0  
Available for Sale, Total debt securities 3,000  
Investment securities available for sale, at fair value $ 3,829,388 3,946,941
Available for Sale, Ratio of Fair Value to Amortized Cost 98.30%  
Amortized Cost    
Held to Maturity, Due in one year or less $ 46,085  
Held to Maturity, Due after one year through five years 190,810  
Held to Maturity, Due after five years through ten years 444,710  
Held to Maturity, Due after ten years 1,242,186  
Held to Maturity, Total Debt Securities 1,923,790  
Held to Maturity, Amortized Cost 2,846,689 2,740,511
Fair Value    
Held to Maturity, Due in one year or less 46,262  
Held to Maturity, Due after one year through five years 191,172  
Held to Maturity, Due after five years through ten years 450,417  
Held to Maturity, Due after ten years 1,273,642  
Held to Maturity, Securities, Debt Securities 1,961,493  
Held to Maturity, Total debt securities at fair value $ 2,868,870 2,710,271
Held to Maturity, Ratio of Fair Value to Amortized Cost 100.80%  
Private-label    
Amortized Cost    
Available for Sale, amortized cost $ 877 1,007
Fair Value    
Investment securities available for sale, at fair value 878 1,003
Amortized Cost    
Held to Maturity, Amortized Cost 0  
Fair Value    
Held to Maturity, Total debt securities at fair value 0  
FFELP asset backed securities    
Amortized Cost    
Available for Sale, amortized cost 276,164 297,347
Fair Value    
Investment securities available for sale, at fair value 276,899 297,360
Amortized Cost    
Held to Maturity, Amortized Cost 0  
Fair Value    
Held to Maturity, Total debt securities at fair value 0  
FNMA/FHLMC | Residential Related Securities    
Amortized Cost    
Available for Sale, amortized cost 242,921 296,296
Fair Value    
Investment securities available for sale, at fair value 242,074 295,252
Amortized Cost    
Held to Maturity, Amortized Cost 91,003 92,788
Fair Value    
Held to Maturity, Total debt securities at fair value 90,815 91,162
FNMA/FHLMC | Commercial mortgage-related securities    
Amortized Cost    
Available for Sale, amortized cost 20,309  
Fair Value    
Investment securities available for sale, at fair value 20,655  
Amortized Cost    
Held to Maturity, Amortized Cost 0  
Fair Value    
Held to Maturity, Total debt securities at fair value 0  
GNMA | Residential Related Securities    
Amortized Cost    
Available for Sale, amortized cost 2,060,377 2,169,943
Fair Value    
Investment securities available for sale, at fair value 2,038,100 2,128,531
Amortized Cost    
Held to Maturity, Amortized Cost 339,742 351,606
Fair Value    
Held to Maturity, Total debt securities at fair value 338,141 345,035
GNMA | Commercial mortgage-related securities    
Amortized Cost    
Available for Sale, amortized cost 1,291,892 1,273,309
Fair Value    
Investment securities available for sale, at fair value 1,247,782 1,220,797
Amortized Cost    
Held to Maturity, Amortized Cost 492,154 505,434
Fair Value    
Held to Maturity, Total debt securities at fair value $ 478,421 $ 490,414