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Reinsurance - Narrative (Details) - USD ($)
$ in Thousands
1 Months Ended 3 Months Ended 6 Months Ended
Apr. 01, 2019
Jul. 31, 2018
May 31, 2017
Jun. 30, 2019
Mar. 31, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Dec. 31, 2018
Dec. 31, 2017
Ceded Credit Risk [Line Items]                    
Restricted cash       $ 1,430     $ 1,430   $ 1,414  
Reinsurance recoverable on unpaid claims       $ 3,775   $ 2,382 $ 3,775 $ 2,382 $ 3,001 $ 1,902
ILN Transactions                    
Ceded Credit Risk [Line Items]                    
Optional termination right, percent of reinsurance coverage threshold       10.00%     10.00%      
Mortgage-linked Debt | 2017 ILN Notes | Oaktown Re Ltd                    
Ceded Credit Risk [Line Items]                    
Proceeds from issuance of notes     $ 211,300              
Mortgage-linked Debt | 2018 ILN Notes | Oaktown Re Ltd                    
Ceded Credit Risk [Line Items]                    
Proceeds from issuance of notes   $ 264,500                
Third-Party Reinsurers | 2017 ILN Transaction                    
Ceded Credit Risk [Line Items]                    
Aggregate excess of loss reinsurance coverage             $ 91,500      
Aggregate excess of loss reinsurance retained by company     126,800       124,400      
Risk premiums paid       $ 1,300   $ 1,600 2,600 $ 3,300    
Third-Party Reinsurers | 2017 ILN Transaction | Maximum                    
Ceded Credit Risk [Line Items]                    
Aggregate excess of loss reinsurance coverage     $ 211,300              
Reinsurance coverage, term of underlying mortgage amortization (in years)     10 years              
Anticipated payment related to annual operating expenses             300      
Third-Party Reinsurers | 2018 ILN Transaction                    
Ceded Credit Risk [Line Items]                    
Aggregate excess of loss reinsurance coverage             258,200      
Aggregate excess of loss reinsurance retained by company   125,300         125,200      
Risk premiums paid       1,600     $ 3,300      
Third-Party Reinsurers | 2018 ILN Transaction | Maximum                    
Ceded Credit Risk [Line Items]                    
Aggregate excess of loss reinsurance coverage   $ 264,500                
Reinsurance coverage, term of underlying mortgage amortization (in years)   10 years                
Anticipated payment related to annual operating expenses         $ 250          
Third-Party Reinsurers | QSR Transactions                    
Ceded Credit Risk [Line Items]                    
Ceding commissions under 2016 QSR Transaction             20.00%      
Third-Party Reinsurers | 2018 QSR Transaction                    
Ceded Credit Risk [Line Items]                    
Threshold for loss ratio on loans to qualify for profit commission             61.00%      
Reinsurance recoverable on unpaid claims       $ 1,100     $ 1,100      
Third-Party Reinsurers | Risk Written Policies in 2018                    
Ceded Credit Risk [Line Items]                    
Percent of premiums earned under 2018 QSR Transaction             25.00%      
Third-Party Reinsurers | Risk Written Policies in 2019                    
Ceded Credit Risk [Line Items]                    
Percent of premiums ceded under QSR Transaction             20.00%      
Third-Party Reinsurers | 2016 QSR Transaction                    
Ceded Credit Risk [Line Items]                    
Percent of premiums ceded under QSR Transaction       20.50% 25.00%          
Previously ceded primary RIF recaptured $ 500,000                  
Threshold for loss ratio on loans to qualify for profit commission             60.00%      
Reinsurance recoverable on unpaid claims       $ 2,700     $ 2,700      
Third-Party Reinsurers | Existing Risk Written Policies                    
Ceded Credit Risk [Line Items]                    
Percent of premiums ceded under QSR Transaction             25.00%      
Third-Party Reinsurers | Fannie Mae                    
Ceded Credit Risk [Line Items]                    
Percent of premiums ceded under QSR Transaction             100.00%      
Third-Party Reinsurers | Risk Written Policies from September 1, 2016 through December 31, 2017                    
Ceded Credit Risk [Line Items]                    
Percent of premiums ceded under QSR Transaction             25.00%