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Securities - Amortized Cost and Fair Value of Securities by Contractual Maturity (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Amortized Cost    
Due within one year $ 41,421  
Due after one year through five years 48,858  
Due after five years through ten years 81,381  
Due after ten years 61,925  
Amortized Cost 1,201,389 $ 674,104
Fair Value    
Due within one year 41,815  
Due after one year through five years 49,351  
Due after five years through ten years 81,580  
Due after ten years 60,153  
Fair Value 1,177,606 671,488
Other debt securities    
Amortized Cost    
Debt securities, without fixed maturity, amortized cost 26,500  
Amortized Cost 35,308 17,106
Fair Value    
Debt securities, without fixed maturity, fair value 26,195  
Fair Value 34,965 17,290
Government agency mortgage backed securities | Residential mortgage backed securities    
Amortized Cost    
Debt securities, without fixed maturity, amortized cost 573,236  
Amortized Cost 573,236 196,121
Fair Value    
Debt securities, without fixed maturity, fair value 560,587  
Fair Value 560,587 193,950
Government agency mortgage backed securities | Commercial mortgage-backed securities    
Amortized Cost    
Debt securities, without fixed maturity, amortized cost 22,094  
Amortized Cost 22,094 31,015
Fair Value    
Debt securities, without fixed maturity, fair value 21,735  
Fair Value 21,735 31,170
Government agency collateralized mortgage obligations | Residential mortgage backed securities    
Amortized Cost    
Debt securities, without fixed maturity, amortized cost 316,642  
Amortized Cost 316,642 180,258
Fair Value    
Debt securities, without fixed maturity, fair value 307,228  
Fair Value 307,228 176,639
Government agency collateralized mortgage obligations | Commercial mortgage-backed securities    
Amortized Cost    
Debt securities, without fixed maturity, amortized cost 29,332  
Amortized Cost 29,332 5,019
Fair Value    
Debt securities, without fixed maturity, fair value 28,962  
Fair Value $ 28,962 $ 5,006