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Loss Reserves (Details)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
USD ($)
loan
Jun. 30, 2019
loan
Jun. 30, 2020
USD ($)
loan
Jun. 30, 2019
USD ($)
loan
Dec. 31, 2019
USD ($)
Causes of Increase (Decrease) in Liability for Unpaid Claims and Claims Adjustment Expense [Line Items]          
Prior years     $ 12,784 $ (33,164)  
Prior years     77,820 $ 109,420  
Percentage of prior year default inventory resolved       49.00%  
Premium refund liability, expected claim payments $ 28,000   $ 28,000   $ 30,000
Primary Delinquent Inventory [Roll Forward]          
Delinquent inventory at the beginning of period (in loans) | loan 27,384 30,921 30,028 32,898  
New notices (in loans) | loan 57,584 12,915 69,982 26,526  
Cures (in loans) | loan (14,964) (12,882) (29,077) (27,230)  
Paids (including those charged to a deductible or captive) (in loans) | loan (661) (1,112) (1,558) (2,300)  
Rescissions and denials (in loans) | loan (17) (47) (49) (99)  
Delinquent inventory at end of period (in loans) | loan 69,326 29,795 69,326 29,795  
Probable loss on litigation claims paying practices          
Causes of Increase (Decrease) in Liability for Unpaid Claims and Claims Adjustment Expense [Line Items]          
Prior years       $ 23,500  
Decrease in estimated claim rate on primary defaults          
Causes of Increase (Decrease) in Liability for Unpaid Claims and Claims Adjustment Expense [Line Items]          
Prior years     $ (2,104) (67,465)  
Increase in estimated severity on primary defaults          
Causes of Increase (Decrease) in Liability for Unpaid Claims and Claims Adjustment Expense [Line Items]          
Prior years     13,767 3,140  
Change in estimates related to pool reserves, LAE reserves, reinsurance, and other          
Causes of Increase (Decrease) in Liability for Unpaid Claims and Claims Adjustment Expense [Line Items]          
Prior years     $ 1,121 $ 31,161