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Concentrations of Credit Risk - SF Risk Characteristics (Details) - Single-family
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Guaranty Book of Business    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
30 days delinquent (percentage of book of business) 0.73% 0.88%
60 days delinquent (percentage of book of business) 0.16% 0.33%
Seriously delinquent (percentage of book of business) 1.20% 3.10%
30 days delinquent (percentage of conventional loans) 0.86% 1.02%
60 days delinquent (percentage of conventional loans) 0.20% 0.36%
Seriously delinquent (percentage of conventional loans) 1.25% 2.87%
Guaranty Book of Business | California    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 1.01% 2.62%
Percentage of book of business 19.00% 19.00%
Guaranty Book of Business | Florida    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 1.59% 4.17%
Percentage of book of business 6.00% 6.00%
Guaranty Book of Business | Illinois    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 1.55% 3.10%
Percentage of book of business 3.00% 3.00%
Guaranty Book of Business | New Jersey    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 1.90% 4.57%
Percentage of book of business 3.00% 3.00%
Guaranty Book of Business | New York    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 2.24% 4.79%
Percentage of book of business 5.00% 5.00%
Guaranty Book of Business | All other states    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 1.16% 2.59%
Percentage of book of business 64.00% 64.00%
Guaranty Book of Business | 80.01% to 90%    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 0.88% 4.17%
Percentage of book of business 5.00% 9.00%
Guaranty Book of Business | 90.01% to 100%    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 0.51% 1.85%
Percentage of book of business 2.00% 4.00%
Guaranty Book of Business | Greater than 100%    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 12.41% 22.43%
Percentage of book of business
Guaranty Book of Business | Alt-A    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 4.96% 9.32%
Percentage of book of business 1.00% 1.00%
Guaranty Book of Business | 2004 and prior    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 3.48% 5.88%
Percentage of book of business 1.00% 2.00%
Guaranty Book of Business | 2005-2008    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 5.87% 9.98%
Percentage of book of business 2.00% 2.00%
Guaranty Book of Business | 2009-2021    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Seriously delinquent (percentage of conventional loans) 1.01% 2.39%
Percentage of book of business 97.00% 96.00%
Minimum    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Serious delinquency: days past due 90 days 90 days