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Investment Securities - Schedule of Investment Securities (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Debt Securities    
Available-for-sale:    
Amount Outstanding $ 2,960,048 $ 2,226,409
Unamortized Premium/(Discount) 1,382 (3,489)
Amortized Cost 2,961,430 2,222,920
Unrealized Gains 3,959 860
Unrealized Losses (5,546) (5,928)
Fair Value 2,959,843 2,217,852
Held-to-maturity:    
Unamortized Premium/(Discount) 1,382 (3,489)
Total investment securities    
Amount Outstanding 3,005,080 2,271,441
Unamortized Premium/(Discount) 1,382 (3,489)
Amortized Cost 3,006,462 2,267,952
Unrealized Gains 4,912 1,422
Unrealized Losses (5,546) (5,928)
Fair Value 3,005,828 2,263,446
Available-for-Sale Securities | Debt Securities    
Available-for-sale:    
Unamortized Premium/(Discount) 1,382 (3,489)
Held-to-maturity:    
Unamortized Premium/(Discount) 1,382 (3,489)
Total investment securities    
Unamortized Premium/(Discount) 1,382 (3,489)
Floating Interest Rate | Floating rate auction-rate certificates backed by Government guaranteed student loans    
Available-for-sale:    
Amount Outstanding 19,700 19,700
Amortized Cost 19,700 19,700
Unrealized Gains 0 0
Unrealized Losses (788) (985)
Fair Value 18,912 18,715
Floating Interest Rate | Floating rate asset-backed securities    
Available-for-sale:    
Amount Outstanding 11,092 28,940
Amortized Cost 11,092 28,804
Unrealized Gains 0 2
Unrealized Losses (7) (128)
Fair Value 11,085 28,678
Floating Interest Rate | Government/GSE Guaranteed Mortgage Backed Securities    
Available-for-sale:    
Amount Outstanding 1,633,731 1,379,472
Amortized Cost 1,634,905 1,381,000
Unrealized Gains 2,414 721
Unrealized Losses (4,736) (4,267)
Fair Value 1,632,583 1,377,454
Floating Interest Rate | Available-for-Sale Securities | Floating rate auction-rate certificates backed by Government guaranteed student loans    
Available-for-sale:    
Unamortized Premium/(Discount) 0 0
Held-to-maturity:    
Unamortized Premium/(Discount) 0 0
Total investment securities    
Unamortized Premium/(Discount) 0 0
Floating Interest Rate | Available-for-Sale Securities | Floating rate asset-backed securities    
Available-for-sale:    
Unamortized Premium/(Discount) 0 (136)
Held-to-maturity:    
Unamortized Premium/(Discount) 0 (136)
Total investment securities    
Unamortized Premium/(Discount) 0 (136)
Floating Interest Rate | Available-for-Sale Securities | Government/GSE Guaranteed Mortgage Backed Securities    
Available-for-sale:    
Unamortized Premium/(Discount) 1,174 1,528
Held-to-maturity:    
Unamortized Premium/(Discount) 1,174 1,528
Total investment securities    
Unamortized Premium/(Discount) 1,174 1,528
Fixed Interest Rate | Government/GSE Guaranteed Mortgage Backed Securities    
Available-for-sale:    
Amount Outstanding 315 384
Amortized Cost 315 385
Unrealized Gains 25 18
Unrealized Losses 0 0
Fair Value 340 403
Held-to-maturity:    
Amount Outstanding 45,032 45,032
Amortized Cost 45,032 45,032
Unrealized Gains 953 562
Unrealized Losses 0 0
Fair Value $ 45,985 $ 45,594
Total investment securities    
Held-to-maturity investment securities weighted average yield 3.30% 3.50%
Fixed Interest Rate | Fixed rate U.S. Treasuries    
Available-for-sale:    
Amount Outstanding $ 1,295,210 $ 797,913
Amortized Cost 1,295,418 793,031
Unrealized Gains 1,520 119
Unrealized Losses (15) (548)
Fair Value 1,296,923 792,602
Fixed Interest Rate | Available-for-Sale Securities | Government/GSE Guaranteed Mortgage Backed Securities    
Available-for-sale:    
Unamortized Premium/(Discount) 0 1
Held-to-maturity:    
Unamortized Premium/(Discount) 0 1
Total investment securities    
Unamortized Premium/(Discount) 0 1
Fixed Interest Rate | Available-for-Sale Securities | Fixed rate U.S. Treasuries    
Available-for-sale:    
Unamortized Premium/(Discount) 208 (4,882)
Held-to-maturity:    
Unamortized Premium/(Discount) 208 (4,882)
Total investment securities    
Unamortized Premium/(Discount) 208 (4,882)
Fixed Interest Rate | Held-to-Maturity Securities | Government/GSE Guaranteed Mortgage Backed Securities    
Available-for-sale:    
Unamortized Premium/(Discount) 0 0
Held-to-maturity:    
Unamortized Premium/(Discount) 0 0
Total investment securities    
Unamortized Premium/(Discount) $ 0 $ 0