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Fair Value - Schedule of Significant Assumptions used in Valuation (Details) - $ / loan
3 Months Ended 12 Months Ended
Mar. 31, 2019
Dec. 31, 2018
Loans Held for Investment [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Life 6 years 5 years 10 months 24 days
Fair value measurement valuation assumptions 3.10% 3.40%
Loans Held for Investment [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 14.40% 14.70%
Loans Held for Investment [Member] | Minimum [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Life 3 years 2 months 12 days 3 years
Loans Held for Investment [Member] | Minimum [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 6.80% 6.80%
Loans Held for Investment [Member] | Maximum [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Life 7 years 6 months 7 years 7 months 6 days
Loans Held for Investment [Member] | Maximum [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 36.10% 38.40%
Fair Value Agency Mortgage Servicing Rights [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Advance financing cost 5 years [1] 5 years
Interest rate for computing float earnings 5 years [1] 5 years
Weighted average cost to service (in dollars) 89 90
Fair Value Agency Mortgage Servicing Rights [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 9.80% 8.50%
Fair Value Agency Mortgage Servicing Rights [Member] | Measurement Input, Default Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 6.50% 6.60%
Fair Value Agency Mortgage Servicing Rights [Member] | Measurement Input, Discount Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 9.00% 9.10%
Fair Value Non-Agency Mortgage Servicing Rights [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value inputs financing costs float earnings, basis spread 0.50% 0.50%
Fair value input, interest rate 2.75% 2.75%
Weighted average cost to service (in dollars) 297 297
Fair Value Non-Agency Mortgage Servicing Rights [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 15.40% 15.40%
Fair Value Non-Agency Mortgage Servicing Rights [Member] | Measurement Input, Default Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 27.20% 27.10%
Fair Value Non-Agency Mortgage Servicing Rights [Member] | Measurement Input, Discount Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 12.70% 12.80%
HMBS - Related Borrowings [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Life 6 years 5 years 10 months 24 days
HMBS - Related Borrowings [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 14.40% 14.70%
HMBS - Related Borrowings [Member] | Measurement Input, Discount Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 3.10% 3.30%
HMBS - Related Borrowings [Member] | Minimum [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Life 3 years 2 months 12 days 3 years
HMBS - Related Borrowings [Member] | Minimum [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 6.80% 6.80%
HMBS - Related Borrowings [Member] | Maximum [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Life 7 years 6 months 7 years 7 months 6 days
HMBS - Related Borrowings [Member] | Maximum [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 36.10% 38.40%
Mortgage Servicing Rights Pledged [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value inputs financing costs float earnings, basis spread 0.50% 0.50%
Fair value input, interest rate 2.75% 2.75%
Weighted average cost to service (in dollars) 233 234
Mortgage Servicing Rights Pledged [Member] | Measurement Input, Prepayment Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 14.30% 13.90%
Mortgage Servicing Rights Pledged [Member] | Measurement Input, Default Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 20.30% 20.30%
Mortgage Servicing Rights Pledged [Member] | Measurement Input, Discount Rate [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Fair value measurement valuation assumptions 11.90% 12.00%
London Interbank Offered Rate (LIBOR) [Member] | Fair Value Non-Agency Mortgage Servicing Rights [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Interest rate for computing float earnings 5 years 5 years
London Interbank Offered Rate (LIBOR) [Member] | Mortgage Servicing Rights Pledged [Member]    
Fair Value Inputs, Assets, Quantitative Information [Line Items] (Deprecated 2018-01-31)    
Interest rate for computing float earnings 5 years 5 years
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