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Investment Securities, AFS and HTM Contractual Maturities (Details) - USD ($)
$ in Thousands
Mar. 31, 2021
Dec. 31, 2020
Amortized Cost    
Available for Sale, Due in one year or less $ 9,575  
Available for Sale, Due after one year through five years 79,504  
Available for Sale, Due after five years through ten years 357,498  
Available for Sale, Due after ten years 37,624  
Available for Sale, Total debt securities 484,201  
Available for Sale, amortized cost 3,323,846 $ 3,028,399
Fair Value    
Available for Sale, Due in one year or less 9,588  
Available for Sale, Due after one year through five years 79,813  
Available for Sale, Due after five years through ten years 373,906  
Available for Sale, Due after ten years 41,472  
Available for Sale, Total debt securities 504,778  
Investment securities AFS, at fair value $ 3,356,949 3,085,441
Available for Sale, Ratio of Fair Value to Amortized Cost 101.00%  
Amortized Cost    
Held to Maturity, Due in one year or less $ 35,299  
Held to Maturity, Due after one year through five years 47,810  
Held to Maturity, Due after five years through ten years 179,382  
Held to Maturity, Due after ten years 1,193,970  
Held to Maturity, Total Debt Securities 1,456,461  
Held to Maturity, Amortized Cost 1,857,150 1,879,005
Fair Value    
Held to Maturity, Due in one year or less 35,587  
Held to Maturity, Due after one year through five years 49,383  
Held to Maturity, Due after five years through ten years 188,263  
Held to Maturity, Due after ten years 1,289,186  
Held to Maturity, Securities, Debt Securities 1,562,420  
Held to Maturity, Total debt securities at fair value $ 1,972,541 2,028,943
Held to Maturity, Ratio of Fair Value to Amortized Cost 106.20%  
SBA    
Amortized Cost    
Available for Sale, amortized cost $ 8,216 8,637
Fair Value    
Investment securities AFS, at fair value 8,160  
Amortized Cost    
Held to Maturity, Amortized Cost 0  
Fair Value    
Held to Maturity, Total debt securities at fair value 0  
FFELP    
Amortized Cost    
Available for Sale, amortized cost 325,812 329,030
Fair Value    
Investment securities AFS, at fair value 325,933  
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 1,910,644 1,448,806
Fair Value    
Investment securities AFS, at fair value 1,910,954  
Amortized Cost    
Held to Maturity, Amortized Cost 47,480 54,599
Fair Value    
Held to Maturity, Total debt securities at fair value 49,951 57,490
FNMA/FHLMC | Commercial mortgage-related securities    
Amortized Cost    
Available for Sale, amortized cost 93,902 19,654
Fair Value    
Investment securities AFS, at fair value 94,349  
Amortized Cost    
Held to Maturity, Amortized Cost 63,844 11,211
Fair Value    
Held to Maturity, Total debt securities at fair value 61,863 11,211
GNMA | Residential Related Securities    
Amortized Cost    
Available for Sale, amortized cost 119,913 231,364
Fair Value    
Investment securities AFS, at fair value 123,365  
Amortized Cost    
Held to Maturity, Amortized Cost 87,717 114,553
Fair Value    
Held to Maturity, Total debt securities at fair value 91,070 118,813
GNMA | Commercial mortgage-related securities    
Amortized Cost    
Available for Sale, amortized cost 381,158 511,429
Fair Value    
Investment securities AFS, at fair value 389,411  
Amortized Cost    
Held to Maturity, Amortized Cost 201,648 255,742
Fair Value    
Held to Maturity, Total debt securities at fair value $ 207,238 $ 264,960