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Fair Value of Financial Instruments - Assets and Liabilities Measured at Fair Value on Recurring Basis (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Assets    
Trading securities $ 1,118,612 $ 968,844
Available-for-sale securities 333,882 507,666
MSR Fair Value 300,000  
Derivative assets [1] 35,789 15,718
Pledged collateral 42,433 42,615
Liabilities    
Derivative liabilities [1] 84,855 63,081
Fair Value, Measurements, Recurring    
Assets    
Business purpose residential loans 141,258  
Multifamily loans 2,144,598  
Trading securities 1,118,612 968,844
Available-for-sale securities 333,882 507,666
Servicer advance investments 300,468  
MSR Fair Value 60,281 63,598
Excess MSRs 27,312  
Derivative assets 35,789 15,718
Pledged collateral 42,433 42,615
FHLBC stock 43,393 43,393
Guarantee asset 2,618 2,869
Liabilities    
Derivative liabilities 84,855 63,081
ABS issued 5,410,073 1,164,585
Fair Value, Measurements, Recurring | Residential Loans    
Assets    
Residential loans 7,254,631 5,114,317
Fair Value, Measurements, Recurring | Level 1    
Assets    
Business purpose residential loans 0  
Multifamily loans 0  
Trading securities 0 0
Available-for-sale securities 0 0
Servicer advance investments 0  
MSR Fair Value 0 0
Excess MSRs 0  
Derivative assets 4,665 134
Pledged collateral 42,433 42,615
FHLBC stock 0 0
Guarantee asset 0 0
Liabilities    
Derivative liabilities 13,215 3,808
ABS issued 0 0
Fair Value, Measurements, Recurring | Level 1 | Residential Loans    
Assets    
Residential loans 0 0
Fair Value, Measurements, Recurring | Level 2    
Assets    
Business purpose residential loans 0  
Multifamily loans 0  
Trading securities 0 0
Available-for-sale securities 0 0
Servicer advance investments 0  
MSR Fair Value 0 0
Excess MSRs 0  
Derivative assets 28,211 10,164
Pledged collateral 0 0
FHLBC stock 43,393 43,393
Guarantee asset 0 0
Liabilities    
Derivative liabilities 70,908 55,567
ABS issued 0 0
Fair Value, Measurements, Recurring | Level 2 | Residential Loans    
Assets    
Residential loans 0 0
Fair Value, Measurements, Recurring | Level 3    
Assets    
Business purpose residential loans 141,258  
Multifamily loans 2,144,598  
Trading securities 1,118,612 968,844
Available-for-sale securities 333,882 507,666
Servicer advance investments 300,468  
MSR Fair Value 60,281 63,598
Excess MSRs 27,312  
Derivative assets 2,913 5,420
Pledged collateral 0 0
FHLBC stock 0 0
Guarantee asset 2,618 2,869
Liabilities    
Derivative liabilities 732 3,706
ABS issued 5,410,073 1,164,585
Fair Value, Measurements, Recurring | Level 3 | Residential Loans    
Assets    
Residential loans $ 7,254,631 $ 5,114,317
[1] Our consolidated balance sheets include assets of consolidated variable interest entities (“VIEs”) that can only be used to settle obligations of these VIEs and liabilities of consolidated VIEs for which creditors do not have recourse to Redwood Trust, Inc. or its affiliates. At December 31, 2018 and December 31, 2017, assets of consolidated VIEs totaled $6,331,191 and $1,259,774, respectively. At December 31, 2018 and December 31, 2017, liabilities of consolidated VIEs totaled $5,709,807 and $1,167,157, respectively. See Note 4 for further discussion.