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Mortgage Servicing (Details) - MSRs - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Dec. 31, 2017
Mortgage Servicing          
Unpaid principal balance of loans serviced $ 17,794,681   $ 17,794,681   $ 16,206,315
Weighted average servicing fee (as a percent)     0.462%   0.477%
Interest earned on total escrows 3,700 $ 1,500 $ 8,600 $ 3,300  
Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     100.00%   100.00%
Escrow Deposit 806,600   $ 806,600   $ 750,800
Fee-based servicing portfolio | Agency Business          
Mortgage Servicing          
Escrow Deposit 567,300   $ 567,300   $ 477,900
Texas | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     21.00%   22.00%
North Carolina | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     10.00%   10.00%
California | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     8.00%   8.00%
New York | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     8.00%   8.00%
Georgia | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     6.00%   6.00%
Florida | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     6.00%   6.00%
Other | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     41.00%   40.00%
Fannie Mae          
Mortgage Servicing          
Unpaid principal balance of loans serviced 13,195,643   $ 13,195,643   $ 12,502,699
Fannie Mae | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     74.00%   77.00%
Freddie Mac          
Mortgage Servicing          
Unpaid principal balance of loans serviced 3,977,619   $ 3,977,619   $ 3,166,134
Freddie Mac | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     22.00%   20.00%
FHA          
Mortgage Servicing          
Unpaid principal balance of loans serviced $ 621,419   $ 621,419   $ 537,482
FHA | Fee-based servicing portfolio          
Mortgage Servicing          
UPB Percentage of Total     4.00%   3.00%