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Investment Securities - Debt Securities Available for Sale and Debt Securities Held to Maturity (Details) - USD ($)
$ in Thousands
Mar. 31, 2020
Dec. 31, 2019
Debt securities available for sale:    
Amortized Cost $ 6,793,235 $ 6,639,277
Gross Unrealized Gains 240,033 91,083
Gross Unrealized Losses 8,044 10,359
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 7,025,224 6,720,001
Debt securities held to maturity:    
Amortized Cost 135,619 139,445
Gross Unrealized Gains 10,370 5,576
Gross Unrealized Losses 15 177
Fair Value 145,974 144,844
Government and government-sponsored enterprises    
Debt securities available for sale:    
Amortized Cost 218,996 235,045
Gross Unrealized Gains 80 18
Gross Unrealized Losses 496 678
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 218,580 234,385
Obligations of states and political subdivisions    
Debt securities available for sale:    
Amortized Cost 850,816 852,096
Gross Unrealized Gains 16,509 12,446
Gross Unrealized Losses 769 687
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 866,556 863,855
Total mortgage-backed debt securities    
Debt securities available for sale:    
Amortized Cost 5,722,972 5,551,685
Gross Unrealized Gains 223,444 78,619
Gross Unrealized Losses 6,728 8,973
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 5,939,688 5,621,331
Residential agency    
Debt securities available for sale:    
Amortized Cost 4,701,950 4,492,427
Gross Unrealized Gains 194,932 68,797
Gross Unrealized Losses 13 6,103
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 4,896,869 4,555,121
Debt securities held to maturity:    
Amortized Cost 131,947 135,769
Gross Unrealized Gains 10,370 5,576
Gross Unrealized Losses 15 177
Fair Value 142,302 141,168
Residential non-agency    
Debt securities available for sale:    
Amortized Cost 327,663 374,046
Gross Unrealized Gains 415 1,166
Gross Unrealized Losses 4,544 616
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 323,534 374,596
Commercial agency    
Debt securities available for sale:    
Amortized Cost 653,969 645,814
Gross Unrealized Gains 27,769 8,639
Gross Unrealized Losses 2,156 2,049
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 679,582 652,404
Commercial non-agency    
Debt securities available for sale:    
Amortized Cost 39,390 39,398
Gross Unrealized Gains 328 17
Gross Unrealized Losses 15 205
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 39,703 39,210
Corporate debt and trust preferred securities    
Debt securities available for sale:    
Amortized Cost 451 451
Gross Unrealized Gains 0 0
Gross Unrealized Losses 51 21
Available-for-sale, at fair value (amortized cost of $6,793,235 and $6,639,277) 400 430
Debt securities held to maturity:    
Amortized Cost 3,672 3,676
Gross Unrealized Gains 0 0
Gross Unrealized Losses 0 0
Fair Value $ 3,672 $ 3,676