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Investment Securities, AFS and HTM Expected Maturities (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Amortized Cost    
Due in one year or less $ 6,799  
Due after one year through five years 74,250  
Due after five years through ten years 405,344  
Due after ten years 37,416  
Debt Securities, Available-for-sale, Maturity, without Single Maturity Date, Amortized Cost 523,808  
Total debt securities 4,338,671 $ 3,028,399
Investment securities available for sale, amortized cost 4,338,671 3,028,399
Fair Value    
Due in one year or less 6,809  
Due after one year through five years 74,142  
Due after five years through ten years 418,942  
Due after ten years 41,412  
Total debt securities, AFS Fair Value 541,305 3,085,441
Investment securities AFS, at fair value $ 541,305 3,085,441
Ratio of Fair Value to Amortized Cost 99.80%  
Amortized Cost    
Due in one year or less $ 34,646  
Due after one year through five years 34,697  
Due after five years through ten years 161,627  
Due after ten years 1,398,789  
Amortized Cost 2,239,003 1,879,005
Debt Securities, Held-to-maturity, Maturity, Allocated and Single Maturity Date, Amortized Cost 1,629,759  
Fair Value    
Due in one year or less 34,842  
Due after one year through five years 35,820  
Due after five years through ten years 167,967  
Due after ten years 1,502,359  
Debt Securities, Held-to-maturity, Fair Value $ 2,348,664 2,028,943
Ratio of Fair Value to Amortized Cost 104.90%  
Debt Securities, Held-to-maturity, Maturity, Allocated and Single Maturity Date, Fair Value $ 1,740,988  
FFELP asset backed securities    
Amortized Cost    
Total debt securities 177,974 329,030
Investment securities available for sale, amortized cost 177,974 329,030
Fair Value    
Total debt securities, AFS Fair Value 177,325 327,189
Investment securities AFS, at fair value 177,325 327,189
Amortized Cost    
Amortized Cost 0  
Fair Value    
Debt Securities, Held-to-maturity, Fair Value 0  
SBA    
Amortized Cost    
Total debt securities 6,594 8,637
Investment securities available for sale, amortized cost 6,594 8,637
Fair Value    
Total debt securities, AFS Fair Value 6,580 8,584
Investment securities AFS, at fair value 6,580 8,584
Amortized Cost    
Amortized Cost 0  
Fair Value    
Debt Securities, Held-to-maturity, Fair Value 0  
Private-label    
Amortized Cost    
Total debt securities 332,028  
Investment securities available for sale, amortized cost 332,028  
Fair Value    
Total debt securities, AFS Fair Value 329,724  
Investment securities AFS, at fair value 329,724  
Amortized Cost    
Amortized Cost 0  
Fair Value    
Debt Securities, Held-to-maturity, Fair Value 0  
FNMA/FHLMC [Member] | Residential Related Securities    
Amortized Cost    
Total debt securities 2,709,399 1,448,806
Investment securities available for sale, amortized cost 2,709,399 1,448,806
Fair Value    
Total debt securities, AFS Fair Value 2,691,879 1,461,241
Investment securities AFS, at fair value 2,691,879 1,461,241
Amortized Cost    
Amortized Cost 34,347 54,599
Fair Value    
Debt Securities, Held-to-maturity, Fair Value 36,139 57,490
FNMA/FHLMC [Member] | Commercial mortgage-related securities    
Amortized Cost    
Total debt securities 357,240 19,654
Investment securities available for sale, amortized cost 357,240 19,654
Fair Value    
Total debt securities, AFS Fair Value 350,623 22,904
Investment securities AFS, at fair value 350,623 22,904
Amortized Cost    
Amortized Cost 425,937 11,211
Fair Value    
Debt Securities, Held-to-maturity, Fair Value 419,400 11,211
GNMA | Residential Related Securities    
Amortized Cost    
Total debt securities 66,189 231,364
Investment securities available for sale, amortized cost 66,189 231,364
Fair Value    
Total debt securities, AFS Fair Value 67,780 235,537
Investment securities AFS, at fair value 67,780 235,537
Amortized Cost    
Amortized Cost 48,053 114,553
Fair Value    
Debt Securities, Held-to-maturity, Fair Value 49,631 118,813
GNMA | Commercial mortgage-related securities    
Amortized Cost    
Total debt securities 165,439 511,429
Investment securities available for sale, amortized cost 165,439 511,429
Fair Value    
Total debt securities, AFS Fair Value 166,799 524,756
Investment securities AFS, at fair value 166,799 524,756
Amortized Cost    
Amortized Cost 100,907 255,742
Fair Value    
Debt Securities, Held-to-maturity, Fair Value $ 102,506 $ 264,960