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Fair Value Measurements - Quantitative and Qualitative Information (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2018
Dec. 31, 2017
Quantitative information about Level 3 fair value measurements    
Mortgage servicing rights, fair value $ 7,541 $ 6,944
Minimum    
Quantitative information about Level 3 fair value measurements    
Discount rate (as a percent)   10.00%
Maximum    
Quantitative information about Level 3 fair value measurements    
Discount rate (as a percent)   34.30%
Weighted Average    
Quantitative information about Level 3 fair value measurements    
Discount rate (as a percent)   10.20%
Recurring | Mortgage servicing rights | Discounted Cash Flow | Level 3    
Quantitative information about Level 3 fair value measurements    
Mortgage servicing rights, fair value $ 7,541  
Recurring | Mortgage servicing rights | Discounted Cash Flow | Level 3 | Minimum    
Quantitative information about Level 3 fair value measurements    
Discount rate (as a percent) 10.00%  
Prepayment speed (as a percent) 7.00% 7.00%
Recurring | Mortgage servicing rights | Discounted Cash Flow | Level 3 | Maximum    
Quantitative information about Level 3 fair value measurements    
Discount rate (as a percent) 106.30%  
Prepayment speed (as a percent) 68.40% 68.40%
Recurring | Mortgage servicing rights | Discounted Cash Flow | Level 3 | Weighted Average    
Quantitative information about Level 3 fair value measurements    
Discount rate (as a percent) 10.20%  
Prepayment speed (as a percent) 8.50% 9.60%