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Fair Value Measurements - Carrying Amounts and Fair Value (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Investment securities:    
Held-to-maturity $ 598,197 $ 662,906
Level 3 | Nonrecurring    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Assets, fair value disclosure 74,980 73,518
Level 3 | Nonrecurring | Impaired loans    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Assets, fair value disclosure 73,137 70,619
Carrying Amount | Level 2    
Investment securities:    
Held-to-maturity 607,867 676,593
Financial liabilities:    
Time deposits 3,865,489 3,217,207
Collateralized customer deposits 377,471 415,236
Short-term borrowings 1,670,000 2,000,000
Long-term borrowings 430,971 372,882
Carrying Amount | Level 3    
Investment securities:    
Held-to-maturity 500 500
Net loans 14,692,211 14,063,380
Fair Value | Level 2    
Investment securities:    
Held-to-maturity 597,747 662,516
Financial liabilities:    
Time deposits 3,827,695 3,225,847
Collateralized customer deposits 376,969 415,236
Short-term borrowings 1,669,662 1,999,137
Long-term borrowings 426,105 367,984
Fair Value | Level 3    
Investment securities:    
Held-to-maturity 450 390
Net loans $ 14,301,208 $ 14,114,545