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Investment Securities - Maturities of Investment Securities (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Available-for-sale Securities, Debt Maturities, Amortized Cost Basis, Rolling Maturity    
Available-for-sale amortized cost, within one year $ 450,700  
Available-for-sale amortized cost, after one year but within five years 1,422,700  
Available-for-sale amortized cost, after five years but within ten years 277,600  
Available-for-sale amortized cost, after ten years 78,300  
Amortized Cost 2,229,300 $ 1,625,000
Available-for-sale Securities, Debt Maturities, Fair Value, Rolling Maturity    
Available-for-sale estimated fair value, within one year 447,500  
Available-for-sale estimated fair value, after one year but within five years 1,409,300  
Available-for-sale estimated fair value, after ten years 274,200  
Available-for-sale estimated fair value, after five years but within ten years 77,700  
Available-for-Sale, Estimated Fair Value 2,208,712 1,611,698
Held-to-maturity Securities, Debt Maturities, Net Carrying Amount    
Held-to-maturity amortized cost, within one year 76,100  
Held-to-maturity amortized cost, after one year but within five years 266,200  
Held-to-maturity amortized cost, after five years but within ten years 111,700  
Held-to-maturity amortized cost, after ten years 30,500  
Amortized Cost 484,494 512,770
Held-to-maturity Securities, Debt Maturities, Fair Value, Rolling Maturity    
Held-to-maturity estimated fair value, within one year 76,700  
Held-to-maturity estimated fair value, after one year but within five years 263,100  
Held-to-maturity estimated fair value, after five years but within ten years 113,300  
Held-to-maturity estimated fair value, after ten years 30,200  
Estimated Fair Value 483,349 513,273
Available-for-sale Securities and Held-to-maturity Securities    
Securities sold under agreements to repurchase 2,087,700 1,400,100
Pledged assets separately reported, securities pledged for repurchase agreements, at fair value 2,062,600 1,388,200
Callable within one year    
Available-for-sale Securities and Held-to-maturity Securities    
Investment securities primarily classified as available-for-sale, amortized costs, after one year but within five years 133,200  
Investment securities primarily classified as available-for-sale, fair value, after one year but within five years 132,900  
Mortgage Backed Securities, Variable Rate    
Available-for-sale Securities and Held-to-maturity Securities    
Available-for-sale securities, amortized cost basis $ 247,900 $ 66,200