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Investment Securities - Summary of Remaining Contractual Principal Maturities and Fully Taxable Equivalent Yields on Debt Securities Classified as Held to Maturity (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Schedule of Held-to-maturity Securities [Line Items]    
Amortized Cost $ 12,663,455 $ 8,426,998
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 12,663,455 8,426,998
Held-to-maturity Securities, Fair Value 12,548,280 8,376,138
Held-to-maturity securities    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 12,663,455  
Held-to-maturity Securities, Fair Value 12,548,280  
One Year or Less - Amortized Cost 7,801  
Held-to-maturity Securities, Debt Maturities, Next Twelve Months, Fair Value 7,777  
One Year to Five Years - Amortized Cost 402,547  
Held-to-maturity Securities, Debt Maturities, Year Two Through Five, Fair Value 400,149  
Held-to-maturity Securities, Debt Maturities, after Five Through Ten Years, Net Carrying Amount 1,310,124  
After Five Years to Ten Years - Amortized Cost 1,298,829  
After Ten Years - Amortized Cost 10,942,983  
Held-to-maturity Securities, Debt Maturities, after Ten Years, Fair Value $ 10,841,525  
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  
U.S. agency debentures    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment $ 659,979 622,445
Held-to-maturity Securities, Fair Value 661,545 629,087
U.S. agency debentures | Held-to-maturity securities    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 659,979  
Held-to-maturity Securities, Fair Value 661,545  
One Year or Less - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, Next Twelve Months, Fair Value 0  
One Year to Five Years - Amortized Cost 102,496  
Held-to-maturity Securities, Debt Maturities, Year Two Through Five, Fair Value 102,739  
Held-to-maturity Securities, Debt Maturities, after Five Through Ten Years, Net Carrying Amount 557,483  
After Five Years to Ten Years - Amortized Cost 558,806  
After Ten Years - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, after Ten Years, Fair Value 0  
Agency-issued mortgage-backed securities    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 6,304,969 2,896,179
Held-to-maturity Securities, Fair Value 6,266,295 2,878,572
Agency-issued mortgage-backed securities | Held-to-maturity securities    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 6,304,969  
Held-to-maturity Securities, Fair Value 6,266,295  
One Year or Less - Amortized Cost 728  
Held-to-maturity Securities, Debt Maturities, Next Twelve Months, Fair Value 723  
One Year to Five Years - Amortized Cost 226,997  
Held-to-maturity Securities, Debt Maturities, Year Two Through Five, Fair Value 225,149  
Held-to-maturity Securities, Debt Maturities, after Five Through Ten Years, Net Carrying Amount 56,380  
After Five Years to Ten Years - Amortized Cost 55,697  
After Ten Years - Amortized Cost 6,020,864  
Held-to-maturity Securities, Debt Maturities, after Ten Years, Fair Value 5,984,726  
Residential mortgage-backed securities | Held-to-maturity securities | Agency-issued collateralized mortgage obligations | Fixed rate    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 2,829,979  
One Year or Less - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, Next Twelve Months, Fair Value 0  
One Year to Five Years - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, Year Two Through Five, Fair Value 0  
Held-to-maturity Securities, Debt Maturities, after Five Through Ten Years, Net Carrying Amount 462,533  
After Five Years to Ten Years - Amortized Cost 451,069  
After Ten Years - Amortized Cost 2,367,446  
Held-to-maturity Securities, Debt Maturities, after Ten Years, Fair Value 2,324,561  
Residential mortgage-backed securities | Held-to-maturity securities | Agency-issued collateralized mortgage obligations | Variable rate    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 255,782  
One Year or Less - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, Next Twelve Months, Fair Value 0  
One Year to Five Years - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, Year Two Through Five, Fair Value 0  
Held-to-maturity Securities, Debt Maturities, after Five Through Ten Years, Net Carrying Amount 0  
After Five Years to Ten Years - Amortized Cost 0  
After Ten Years - Amortized Cost 255,782  
Held-to-maturity Securities, Debt Maturities, after Ten Years, Fair Value 256,481  
Agency-issued commercial mortgage-backed securities    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 1,868,985 1,151,363
Held-to-maturity Securities, Fair Value 1,844,116 1,144,962
Agency-issued commercial mortgage-backed securities | Held-to-maturity securities    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 1,868,985  
Held-to-maturity Securities, Fair Value 1,844,116  
One Year or Less - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, Next Twelve Months, Fair Value 0  
One Year to Five Years - Amortized Cost 0  
Held-to-maturity Securities, Debt Maturities, Year Two Through Five, Fair Value 0  
Held-to-maturity Securities, Debt Maturities, after Five Through Ten Years, Net Carrying Amount 0  
After Five Years to Ten Years - Amortized Cost 0  
After Ten Years - Amortized Cost 1,868,985  
Held-to-maturity Securities, Debt Maturities, after Ten Years, Fair Value 1,844,116  
Municipal bonds and notes    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 743,761 81,748
Held-to-maturity Securities, Fair Value 744,213 79,903
Municipal bonds and notes | Held-to-maturity securities    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 743,761  
Held-to-maturity Securities, Fair Value 744,213  
One Year or Less - Amortized Cost 7,073  
Held-to-maturity Securities, Debt Maturities, Next Twelve Months, Fair Value 7,054  
One Year to Five Years - Amortized Cost 73,054  
Held-to-maturity Securities, Debt Maturities, Year Two Through Five, Fair Value 72,261  
Held-to-maturity Securities, Debt Maturities, after Five Through Ten Years, Net Carrying Amount 233,728  
After Five Years to Ten Years - Amortized Cost 233,257  
After Ten Years - Amortized Cost 429,906  
Held-to-maturity Securities, Debt Maturities, after Ten Years, Fair Value 431,641  
Variable rate | Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 255,782 312,665
Held-to-maturity Securities, Fair Value 256,481 311,502
Variable rate | Residential mortgage-backed securities | Held-to-maturity securities | Agency-issued collateralized mortgage obligations    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Fair Value 256,481  
Fixed rate | Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Amortized Cost before Other than Temporary Impairment 2,829,979 3,362,598
Held-to-maturity Securities, Fair Value 2,775,630 $ 3,332,112
Fixed rate | Residential mortgage-backed securities | Held-to-maturity securities | Agency-issued collateralized mortgage obligations    
Schedule of Held-to-maturity Securities [Line Items]    
Held-to-maturity Securities, Fair Value $ 2,775,630