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Fair Value of Financial Instruments - Quantitative Information about Significant Unobservable Inputs Used in Valuation of Level 3 Assets and Liabilities Measured at Fair Value (Details)
12 Months Ended
Dec. 31, 2016
USD ($)
$ / loan
Loan purchase commitments  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 486,000
Loan purchase commitments | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA price (in dollars per loan) | $ / loan 2.66
Prepayment rate, percent 15.00%
Whole loan spread to swap rate, percent 2.75%
Whole loan spread to swap rate - hybrid, percent 1.35%
MSR multiple 0.9
Pull-through rate, percent 12.00%
Loan purchase commitments | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA price (in dollars per loan) | $ / loan 4.06
Prepayment rate, percent 15.00%
Whole loan spread to swap rate, percent 3.05%
Whole loan spread to swap rate - hybrid, percent 2.75%
MSR multiple 5.4
Pull-through rate, percent 100.00%
Loan purchase commitments | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA price (in dollars per loan) | $ / loan 3.98
Prepayment rate, percent 15.00%
Whole loan spread to swap rate, percent 3.05%
Whole loan spread to swap rate - hybrid, percent 1.63%
MSR multiple 3.6
Pull-through rate, percent 75.00%
Asset-backed securities issued, net  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 773,462,000
Asset-backed securities issued, net | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 1.00%
Loss severity, percent 20.00%
Discount rate, percent 4.00%
Credit support, percent 0.00%
Default rate, percent 1.00%
Asset-backed securities issued, net | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 20.00%
Loss severity, percent 32.00%
Discount rate, percent 8.00%
Credit support, percent 34.00%
Default rate, percent 12.00%
Asset-backed securities issued, net | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 15.00%
Loss severity, percent 27.00%
Discount rate, percent 5.00%
Credit support, percent 9.00%
Default rate, percent 7.00%
Jumbo fixed rate loans  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 2,871,120,000
Jumbo fixed rate loans | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA price (in dollars per loan) | $ / loan 3.05
Whole loan spread to swap rate, percent 2.75%
Jumbo fixed rate loans | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA price (in dollars per loan) | $ / loan 4.06
Whole loan spread to swap rate, percent 3.05%
Jumbo fixed rate loans | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA price (in dollars per loan) | $ / loan 3.94
Whole loan spread to swap rate, percent 3.04%
Jumbo hybrid loans  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 50,974,000
Jumbo hybrid loans | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 15.00%
Whole loan spread to swap rate, percent 1.35%
Jumbo hybrid loans | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 15.00%
Whole loan spread to swap rate, percent 2.75%
Jumbo hybrid loans | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 15.00%
Whole loan spread to swap rate, percent 1.68%
Jumbo loans committed to sell  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 173,114,000
Jumbo loans committed to sell | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan committed sales price (in dollars per loan) | $ / loan 99.98
Jumbo loans committed to sell | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan committed sales price (in dollars per loan) | $ / loan 102.06
Jumbo loans committed to sell | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan committed sales price (in dollars per loan) | $ / loan 100.61
Loans held by consolidated Sequoia entities  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 791,636,000
Residential loans, at lower of cost or fair value  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 867,000
Residential loans, at lower of cost or fair value | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity, percent 15.00%
Residential loans, at lower of cost or fair value | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity, percent 30.00%
Residential loans, at lower of cost or fair value | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity, percent 20.00%
Trading and AFS securities  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 1,018,439,000
Trading and AFS securities | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 1.00%
Loss severity, percent 20.00%
Discount rate, percent 4.00%
Credit support, percent 0.00%
Default rate, percent 0.00%
Trading and AFS securities | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 57.00%
Loss severity, percent 65.00%
Discount rate, percent 12.00%
Credit support, percent 48.00%
Default rate, percent 35.00%
Trading and AFS securities | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 20.00%
Loss severity, percent 22.00%
Discount rate, percent 7.00%
Credit support, percent 3.00%
Default rate, percent 2.00%
MSRs  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 118,526,000
MSRs | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 5.00%
Discount rate, percent 10.00%
Per loan annual cost to service (in dollars per loan) $ 72
MSRs | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 11.00%
Discount rate, percent 11.00%
Per loan annual cost to service (in dollars per loan) $ 82
MSRs | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 9.00%
Discount rate, percent 10.00%
Per loan annual cost to service (in dollars per loan) $ 77
Guarantee asset  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 4,092,000
Guarantee asset | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 10.00%
Discount rate, percent 11.00%
Guarantee asset | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 10.00%
Discount rate, percent 11.00%
Guarantee asset | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate, percent 10.00%
Discount rate, percent 11.00%
REO  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 5,207,000
REO | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity, percent 1.00%
REO | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity, percent 100.00%
REO | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity, percent 24.00%