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Fair Value - Assets and Liabilities Recorded at Fair Value on a Recurring Basis (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Assets    
Investment securities $ 4,157,082 $ 4,498,342
Fair Value Measurements, Recurring    
Assets    
Investment securities 4,157,082 4,498,342
Other assets 85,883 12,336
Liabilities    
Other liabilities (1,542) (14,692)
Total    
Net Assets (Liabilities) 4,241,423 4,495,986
Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities 4,157,082 4,498,342
Other assets 85,883 12,336
Liabilities    
Other liabilities (958) (12,085)
Total    
Net Assets (Liabilities) 4,242,007 4,498,593
Fair Value Measurements, Recurring | Level 3    
Liabilities    
Other liabilities (584) (2,607)
Total    
Net Assets (Liabilities) (584) (2,607)
U.S. Treasury securities    
Assets    
Investment securities 29,738 389,470
U.S. Treasury securities | Fair Value Measurements, Recurring    
Assets    
Investment securities 29,738 389,470
U.S. Treasury securities | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities 29,738 389,470
Government agency debt securities    
Assets    
Investment securities 24,472  
Government agency debt securities | Fair Value Measurements, Recurring    
Assets    
Investment securities 24,472  
Government agency debt securities | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities 24,472  
Government-sponsored enterprises debt securities    
Assets    
Investment securities 126,649 241,594
Government-sponsored enterprises debt securities | Fair Value Measurements, Recurring    
Assets    
Investment securities 126,649 241,594
Government-sponsored enterprises debt securities | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities 126,649 241,594
Government agency mortgage-backed securities    
Assets    
Investment securities 343,905 411,536
Government agency mortgage-backed securities | Fair Value Measurements, Recurring    
Assets    
Investment securities 343,905 411,536
Government agency mortgage-backed securities | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities 343,905 411,536
Government-sponsored enterprises mortgage-backed securities    
Assets    
Investment securities 371,949 150,847
Government-sponsored enterprises mortgage-backed securities | Fair Value Measurements, Recurring    
Assets    
Investment securities 371,949 150,847
Government-sponsored enterprises mortgage-backed securities | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities 371,949 150,847
Collateralized mortgage obligations: Government agency    
Assets    
Investment securities 2,486,524 2,682,449
Collateralized mortgage obligations: Government agency | Fair Value Measurements, Recurring    
Assets    
Investment securities 2,486,524 2,682,449
Collateralized mortgage obligations: Government agency | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities 2,486,524 2,682,449
Collateralized mortgage obligations: Government-sponsored enterprises    
Assets    
Investment securities 773,845 602,592
Collateralized mortgage obligations: Government-sponsored enterprises | Fair Value Measurements, Recurring    
Assets    
Investment securities 773,845 602,592
Collateralized mortgage obligations: Government-sponsored enterprises | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities $ 773,845 602,592
Debt securities issued by states and political subdivisions    
Assets    
Investment securities   19,854
Debt securities issued by states and political subdivisions | Fair Value Measurements, Recurring    
Assets    
Investment securities   19,854
Debt securities issued by states and political subdivisions | Fair Value Measurements, Recurring | Level 2    
Assets    
Investment securities   $ 19,854