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Investment Securities - Summary of Remaining Contractual Principal Maturities for Held-to-Maturity Securities (Details) - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2019
Dec. 31, 2018
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value $ 14,698,802 $ 15,188,236
U.S. agency debentures    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 529,347 638,288
Residential mortgage-backed securities | Agency-issued mortgage-backed securities    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 7,508,264 7,950,882
Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations—fixed rate    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 1,746,658 2,120,932
Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations—variable rate    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 187,852 215,077
Agency-issued commercial mortgage-backed securities    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 2,898,720 2,712,301
Municipal bonds and notes    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 1,827,961 $ 1,550,756
After One Year to Five Years, Amortized Cost 82,708  
After Five Years to Ten Years, Amortized Cost 369,911  
Held-to-maturity Securities    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 14,698,802  
Amortized Cost 14,407,078  
One Year or Less, Amortized Cost 14,002  
One Year or Less, Fair Value 14,007  
After One Year to Five Years, Amortized Cost 300,427  
After One Year to Five Years, Fair Value 303,105  
After Five Years to Ten Years, Amortized Cost 2,172,452  
After Five Years to Ten Years, Fair Value 2,190,040  
After Ten Years, Amortized Cost 11,920,197  
After Ten Years, Fair Value $ 12,191,650  
Held-to-maturity Securities | Lower Limit    
Schedule of Held-to-maturity Securities [Line Items]    
Mortgage-backed securities contractual maturities (in years) 10 years  
Held-to-maturity Securities | Upper Limit    
Schedule of Held-to-maturity Securities [Line Items]    
Mortgage-backed securities contractual maturities (in years) 30 years  
Held-to-maturity Securities | U.S. agency debentures    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value $ 529,347  
Amortized Cost 518,841  
One Year or Less, Amortized Cost 0  
One Year or Less, Fair Value 0  
After One Year to Five Years, Amortized Cost 123,205  
After One Year to Five Years, Fair Value 124,646  
After Five Years to Ten Years, Amortized Cost 395,636  
After Five Years to Ten Years, Fair Value 404,701  
After Ten Years, Amortized Cost 0  
After Ten Years, Fair Value 0  
Held-to-maturity Securities | Residential mortgage-backed securities | Agency-issued mortgage-backed securities    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 7,508,264  
Amortized Cost 7,376,458  
One Year or Less, Amortized Cost 0  
One Year or Less, Fair Value 0  
After One Year to Five Years, Amortized Cost 94,514  
After One Year to Five Years, Fair Value 94,745  
After Five Years to Ten Years, Amortized Cost 771,670  
After Five Years to Ten Years, Fair Value 769,409  
After Ten Years, Amortized Cost 6,510,274  
After Ten Years, Fair Value 6,644,110  
Held-to-maturity Securities | Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations—fixed rate    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 1,746,658  
Amortized Cost 1,754,498  
One Year or Less, Amortized Cost 0  
One Year or Less, Fair Value 0  
After One Year to Five Years, Amortized Cost 0  
After One Year to Five Years, Fair Value 0  
After Five Years to Ten Years, Amortized Cost 635,235  
After Five Years to Ten Years, Fair Value 630,472  
After Ten Years, Amortized Cost 1,119,263  
After Ten Years, Fair Value 1,116,186  
Held-to-maturity Securities | Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations—variable rate    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 187,852  
Amortized Cost 188,120  
One Year or Less, Amortized Cost 0  
One Year or Less, Fair Value 0  
After One Year to Five Years, Amortized Cost 0  
After One Year to Five Years, Fair Value 0  
After Five Years to Ten Years, Amortized Cost 0  
After Five Years to Ten Years, Fair Value 0  
After Ten Years, Amortized Cost 188,120  
After Ten Years, Fair Value 187,852  
Held-to-maturity Securities | Agency-issued commercial mortgage-backed securities    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 2,898,720  
Amortized Cost 2,826,344  
One Year or Less, Amortized Cost 0  
One Year or Less, Fair Value 0  
After One Year to Five Years, Amortized Cost 0  
After One Year to Five Years, Fair Value 0  
After Five Years to Ten Years, Amortized Cost 0  
After Five Years to Ten Years, Fair Value 0  
After Ten Years, Amortized Cost 2,826,344  
After Ten Years, Fair Value 2,898,720  
Held-to-maturity Securities | Municipal bonds and notes    
Schedule of Held-to-maturity Securities [Line Items]    
Fair Value 1,827,961  
Amortized Cost 1,742,817  
One Year or Less, Amortized Cost 14,002  
One Year or Less, Fair Value 14,007  
After One Year to Five Years, Fair Value 83,714  
After Five Years to Ten Years, Fair Value 385,458  
After Ten Years, Amortized Cost 1,276,196  
After Ten Years, Fair Value $ 1,344,782