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Fair Value Measurements - Carrying Amounts and Fair Value (Details) - USD ($)
$ in Thousands
Sep. 30, 2017
Dec. 31, 2016
Investment securities:    
Held-to-maturity $ 655,959 $ 608,531
Nonrecurring    
Deposits:    
Impaired loans recorded at fair value on a nonrecurring basis 68,379 63,572
Nonrecurring | Impaired originated loans    
Deposits:    
Impaired loans recorded at fair value on a nonrecurring basis 65,565 62,184
Level 3 | Nonrecurring    
Deposits:    
Impaired loans recorded at fair value on a nonrecurring basis 68,379 63,572
Level 3 | Nonrecurring | Impaired originated loans    
Deposits:    
Impaired loans recorded at fair value on a nonrecurring basis 65,565 62,184
Carrying Amount | Level 1    
Financial assets:    
Cash and cash equivalents 709,211 474,402
Carrying Amount | Level 2    
Investment securities:    
Held-to-maturity 656,676 622,927
Nonmarketable equity securities 180,098 97,350
Interest receivable 51,928 42,235
Bank-owned life insurance 146,626 143,718
Deposits:    
Deposits without defined maturities 10,691,272 9,862,755
Time deposits 3,113,973 3,010,367
Total deposits 13,805,245 12,873,122
Interest payable 5,210 5,415
Securities sold under agreements to repurchase with customers 414,597 343,047
Short-term borrowings 1,900,000 825,000
Long-term borrowings 397,845 597,847
Carrying Amount | Level 3    
Investment securities:    
Held-to-maturity 500 500
Net loans 13,747,608 12,912,511
Fair Value | Level 1    
Financial assets:    
Cash and cash equivalents 709,211 474,402
Fair Value | Level 2    
Investment securities:    
Held-to-maturity 655,594 608,221
Nonmarketable equity securities 180,098 97,350
Interest receivable 51,928 42,235
Bank-owned life insurance 146,626 143,718
Deposits:    
Deposits without defined maturities 10,691,272 9,862,755
Time deposits 3,113,921 3,010,048
Total deposits 13,805,193 12,872,803
Interest payable 5,210 5,415
Securities sold under agreements to repurchase with customers 414,597 343,047
Short-term borrowings 1,899,794 825,000
Long-term borrowings 393,547 591,227
Fair Value | Level 3    
Investment securities:    
Held-to-maturity 365 310
Net loans $ 13,896,015 $ 13,069,315