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Allowance for Loss-Sharing Obligations (Details) - USD ($)
$ in Thousands
 3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Dec. 31, 2019
Roll forward of loss contingency accrual          
Provisions for loss sharing $ 2,395 $ 368 $ 23,932 $ 822  
Guarantee obligations 32,800 31,600 32,800 31,600  
Fannie Mae          
Roll forward of loss contingency accrual          
Allowance for loss sharing obligations 40,400   $ 40,400    
Loss-sharing obligations (as a percent)     0.26%    
Loss-Sharing Obligation          
Roll forward of loss contingency accrual          
Outstanding advances under the Fannie Mae DUS program 300   $ 300   $ 500
Loss-Sharing Obligation | Fannie Mae          
Roll forward of loss contingency accrual          
Beginning balance of the period 70,752 34,518 34,648 34,298  
Impact of adopting CECL     14,400    
Provisions for loss sharing 2,673 1,675 24,569 2,554  
Provisions reversal for loan repayments (277) (1,307) (636) (1,732)  
Recoveries (charge-offs) , net 72 (469) 233 (703)  
Ending balance of the period 73,220 $ 34,417 73,220 $ 34,417  
Maximum quantifiable liability $ 2,910,000   2,910,000   $ 2,730,000
Loss-Sharing Obligation | Fannie Mae | Impact of adopting CECL          
Roll forward of loss contingency accrual          
Beginning balance of the period     $ 14,406