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Investment Securities - Maturities of Investment Securities (Details) - USD ($)
$ in Thousands
Sep. 30, 2017
Dec. 31, 2016
Available-for-sale Securities, Debt Maturities, Amortized Cost Basis, Rolling Maturity    
Available-for-Sale Amortized Cost, Within One Year $ 375,199  
Available-for-Sale Amortized Cost, After One Year but Within Five Years 1,287,854  
Available-for-Sale Amortized Cost, After Five Years but Within Ten Years 278,782  
Available-for-Sale Amortized Cost, After Ten Years 168,365  
Amortized Cost 2,110,200 $ 1,624,976
Available-for-sale Securities, Debt Maturities, Fair Value, Rolling Maturity    
Available-for-Sale Estimated Fair Value, Within One Year 376,264  
Available-for-Sale Estimated Fair Value, After One Year but Within Five Years 1,288,384  
Available-for-Sale Estimated Fair Value, After Five Years but Within Ten Years 278,277  
Available-for-Sale Estimated Fair Value, After Ten Years 168,772  
Available-for-Sale, Estimated Fair Value 2,111,697 1,611,698
Held-to-maturity Securities, Debt Maturities, Net Carrying Amount    
Held-to-Maturity Amortized Cost, Within One Year 87,077  
Held-to-Maturity Amortized Cost, After One Year but Within Five Years 264,417  
Held-to-Maturity Amortized Cost, After Five Years but Within Ten Years 119,579  
Held-to-Maturity Amortized Cost, After Ten Years 34,912  
Amortized Cost 505,985 512,770
Held-to-maturity Securities, Debt Maturities, Fair Value, Rolling Maturity    
Held-to-Maturity Estimated Fair Value, Within One Year 83,899  
Held-to-Maturity Estimated Fair Value, After One Year but Within Five Years 272,442  
Held-to-Maturity Estimated Fair Value, After Five Years but Within Ten Years 121,039  
Held-to-Maturity Estimated Fair Value, After Ten Years 33,025  
Held-to-Maturity, Estimated Fair Value 510,405 $ 513,273
Callable Within One Year    
Available-for-sale Securities and Held-to-maturity Securities    
Amortized cost of investment securities callable after one year but within five years 94,461  
Fair value of investment securities callable after one year but within five years $ 94,348