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Investment Securities - Summary of Unrealized Losses on Held to Maturity Securities (Details)
$ in Thousands
Sep. 30, 2019
USD ($)
Investment
Dec. 31, 2018
USD ($)
Investment
Debt Securities, Held-to-maturity, Unrealized Loss Position, Accumulated Loss [Abstract]    
Fair Value of Investments, Less than 12 months $ 1,598,873 $ 3,851,352
Unrealized Losses, Less than 12 months (5,524) (56,636)
Fair Value of Investments, 12 months or longer 1,880,901 8,092,085
Unrealized Losses, 12 months or longer (13,169) (259,610)
Fair Value of Investments 3,479,774 11,943,437
Unrealized Losses $ (18,693) $ (316,246)
Number of held-to-maturity investments with unrealized loss | Investment 310 1,244
Number of held-to-maturity investments in continuous loss more than 12 months | Investment 164 695
U.S. agency debentures    
Debt Securities, Held-to-maturity, Unrealized Loss Position, Accumulated Loss [Abstract]    
Fair Value of Investments, Less than 12 months $ 50,131 $ 291,432
Unrealized Losses, Less than 12 months (22) (2,915)
Fair Value of Investments, 12 months or longer 0 66,624
Unrealized Losses, 12 months or longer 0 (1,935)
Fair Value of Investments 50,131 358,056
Unrealized Losses (22) (4,850)
Residential mortgage-backed securities | Agency-issued mortgage-backed securities    
Debt Securities, Held-to-maturity, Unrealized Loss Position, Accumulated Loss [Abstract]    
Fair Value of Investments, Less than 12 months 962,390 2,493,156
Unrealized Losses, Less than 12 months (2,520) (34,956)
Fair Value of Investments, 12 months or longer 197,721 3,972,690
Unrealized Losses, 12 months or longer (1,670) (122,811)
Fair Value of Investments 1,160,111 6,465,846
Unrealized Losses (4,190) (157,767)
Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations—fixed rate    
Debt Securities, Held-to-maturity, Unrealized Loss Position, Accumulated Loss [Abstract]    
Fair Value of Investments, Less than 12 months 244,020 16,952
Unrealized Losses, Less than 12 months (1,226) (109)
Fair Value of Investments, 12 months or longer 1,220,827 2,103,980
Unrealized Losses, 12 months or longer (8,868) (62,163)
Fair Value of Investments 1,464,847 2,120,932
Unrealized Losses (10,094) (62,272)
Residential mortgage-backed securities | Agency-issued collateralized mortgage obligations—variable rate    
Debt Securities, Held-to-maturity, Unrealized Loss Position, Accumulated Loss [Abstract]    
Fair Value of Investments, Less than 12 months 149,910 3,364
Unrealized Losses, Less than 12 months (367) (1)
Fair Value of Investments, 12 months or longer 4,856 8,101
Unrealized Losses, 12 months or longer (6) (13)
Fair Value of Investments 154,766 11,465
Unrealized Losses (373) (14)
Agency-issued commercial mortgage-backed securities    
Debt Securities, Held-to-maturity, Unrealized Loss Position, Accumulated Loss [Abstract]    
Fair Value of Investments, Less than 12 months 86,087 177,697
Unrealized Losses, Less than 12 months (423) (1,580)
Fair Value of Investments, 12 months or longer 456,168 1,600,277
Unrealized Losses, 12 months or longer (2,623) (62,794)
Fair Value of Investments 542,255 1,777,974
Unrealized Losses (3,046) (64,374)
Municipal bonds and notes    
Debt Securities, Held-to-maturity, Unrealized Loss Position, Accumulated Loss [Abstract]    
Fair Value of Investments, Less than 12 months 106,335 868,751
Unrealized Losses, Less than 12 months (966) (17,075)
Fair Value of Investments, 12 months or longer 1,329 340,413
Unrealized Losses, 12 months or longer (2) (9,894)
Fair Value of Investments 107,664 1,209,164
Unrealized Losses $ (968) $ (26,969)