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Investment Securities, AFS and HTM Contractual Maturities (Details) - USD ($)
$ in Thousands
Jun. 30, 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 3,290,593 $ 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 $ 3,283,456 3,946,941
Available for Sale, Ratio of Fair Value to Amortized Cost 99.80%  
Amortized Cost    
Held to Maturity, Due in one year or less $ 48,235  
Held to Maturity, Due after one year through five years 184,581  
Held to Maturity, Due after five years through ten years 479,215  
Held to Maturity, Due after ten years 1,202,705  
Held to Maturity, Total Debt Securities 1,914,735  
Held to Maturity, Amortized Cost 2,806,064 2,740,511
Fair Value    
Held to Maturity, Due in one year or less 48,393  
Held to Maturity, Due after one year through five years 185,909  
Held to Maturity, Due after five years through ten years 491,122  
Held to Maturity, Due after ten years 1,257,552  
Held to Maturity, Securities, Debt Securities 1,982,976  
Held to Maturity, Total debt securities at fair value $ 2,874,758 2,710,271
Held to Maturity, Ratio of Fair Value to Amortized Cost 102.40%  
Private-label    
Amortized Cost    
Available for Sale, amortized cost $ 805 1,007
Fair Value    
Investment securities available for sale, at fair value 814 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 274,520 297,347
Fair Value    
Investment securities available for sale, at fair value 273,137 297,360
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 182,893 296,296
Fair Value    
Investment securities available for sale, at fair value 183,722 295,252
Amortized Cost    
Held to Maturity, Amortized Cost 89,078 92,788
Fair Value    
Held to Maturity, Total debt securities at fair value 90,076 91,162
FNMA/FHLMC | Commercial mortgage-related securities    
Amortized Cost    
Available for Sale, amortized cost 20,244  
Fair Value    
Investment securities available for sale, at fair value 21,102  
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 1,325,739 2,169,943
Fair Value    
Investment securities available for sale, at fair value 1,331,633 2,128,531
Amortized Cost    
Held to Maturity, Amortized Cost 321,046 351,606
Fair Value    
Held to Maturity, Total debt securities at fair value 324,184 345,035
GNMA | Commercial mortgage-related securities    
Amortized Cost    
Available for Sale, amortized cost 1,483,392 1,273,309
Fair Value    
Investment securities available for sale, at fair value 1,470,048 1,220,797
Amortized Cost    
Held to Maturity, Amortized Cost 481,205 505,434
Fair Value    
Held to Maturity, Total debt securities at fair value $ 477,521 $ 490,414