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Mortgage Banking - Schedule of Mortgage Loans Sold and Serviced for Others (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others $ 6,624,005 $ 6,371,342
Federal National Mortgage Association [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others 4,128,614 3,992,349
Government National Mortgage Association [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others 2,421,456 2,291,398
Federal Home Loan Mortgage Corporation [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others 47,071 55,006
Other [Member]    
Mortgage Loans On Real Estate [Line Items]    
Total mortgage loans sold and serviced for others $ 26,864 $ 32,589