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Investment Securities - Maturities of Debt Securities (Details) - USD ($)
$ in Thousands
Sep. 30, 2017
Dec. 31, 2016
Investment Securities Available-for-Sale: Amortized Cost    
Due in one year or less $ 370,316  
Due after one year through five years 794,328  
Due after five years through ten years 578,043  
Due after ten years 297,878  
Preferred stock 1,389  
Total 2,041,954  
Investment Securities Available-for-Sale: Fair Value    
Due in one year or less 368,404  
Due after one year through five years 789,726  
Due after five years through ten years 574,481  
Due after ten years 295,189  
Preferred stock 1,872  
Total 2,029,672  
Investment Securities Held-to-Maturity: Amortized Cost    
Due in one year or less 85,395  
Due after one year through five years 249,160  
Due after five years through ten years 149,527  
Due after ten years 173,094  
Total 657,176 $ 623,427
Investment Securities Held-to-Maturity: Fair Value    
Due in one year or less 85,413  
Due after one year through five years 249,315  
Due after five years through ten years 149,102  
Due after ten years 172,129  
Total 655,959 608,531
Securities with amortized cost pledged to secure borrowings and deposits $ 963,200 $ 794,000