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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)
9 Months Ended
Sep. 30, 2017
USD ($)
$ / loan
ABS Issued  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 944,288,000
ABS Issued | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 11.00%
Loss severity 20.00%
Discount rate 3.00%
Default rate 0.00%
ABS Issued | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 20.00%
Loss severity 32.00%
Discount rate 15.00%
Default rate 12.00%
ABS Issued | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 18.00%
Loss severity 26.00%
Discount rate 4.00%
Default rate 5.00%
Residential Loans Priced To Securitization and Whole Loan Market, Uncommitted to Sell  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 2,450,845,000
Residential Loans Priced To Securitization and Whole Loan Market, Uncommitted to Sell | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 2.13
Whole loan spread to swap rate 1.80%
Residential Loans Priced To Securitization and Whole Loan Market, Uncommitted to Sell | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 3.15
Whole loan spread to swap rate 2.70%
Residential Loans Priced To Securitization and Whole Loan Market, Uncommitted to Sell | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 3.13
Whole loan spread to swap rate 2.65%
Residential Jumbo Hybrid Loans Priced To Whole Loan Market Uncommitted To Sell  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 168,138,000
Residential Jumbo Hybrid Loans Priced To Whole Loan Market Uncommitted To Sell | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to swap rate 1.00%
Prepayment rate (annual CPR) 15.00%
Residential Jumbo Hybrid Loans Priced To Whole Loan Market Uncommitted To Sell | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to swap rate 1.90%
Prepayment rate (annual CPR) 15.00%
Residential Jumbo Hybrid Loans Priced To Whole Loan Market Uncommitted To Sell | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to swap rate 1.63%
Prepayment rate (annual CPR) 15.00%
Residential Loans Priced To Whole Loan Market and Committed to Sell  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 574,413,000
Residential Loans Priced To Whole Loan Market and Committed to Sell | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan committed sales price (in dollars per loan) | $ / loan 102.42
Residential Loans Priced To Whole Loan Market and Committed to Sell | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan committed sales price (in dollars per loan) | $ / loan 103.08
Residential Loans Priced To Whole Loan Market and Committed to Sell | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan committed sales price (in dollars per loan) | $ / loan 102.89
Legacy Sequoia  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 673,134,000
Sequoia Choice  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value 317,303,000
Residential loans, at lower of cost or fair value  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 866,000
Residential loans, at lower of cost or fair value | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 13.00%
Residential loans, at lower of cost or fair value | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 30.00%
Residential loans, at lower of cost or fair value | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 18.00%
Investment Securities  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 1,356,272,000
Investment Securities | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 0.00%
Loss severity 0.00%
Discount rate 2.00%
Default rate 0.00%
Investment Securities | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 50.00%
Loss severity 40.00%
Discount rate 25.00%
Default rate 32.00%
Investment Securities | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 10.00%
Loss severity 22.00%
Discount rate 5.00%
Default rate 3.00%
MSRs  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 62,928,000
MSRs | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 5.00%
Discount rate 10.00%
Per loan annual cost to service $ 82
MSRs | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 31.00%
Discount rate 35.00%
Per loan annual cost to service $ 84
MSRs | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 9.00%
Discount rate 11.00%
Per loan annual cost to service $ 82
Guarantee asset  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 3,049,000
Guarantee asset | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 14.00%
Discount rate 11.00%
Guarantee asset | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 14.00%
Discount rate 11.00%
Guarantee asset | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 14.00%
Discount rate 11.00%
REO  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 1,725,000
REO | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 4.00%
REO | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 39.00%
REO | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 18.00%
Loan purchase commitments  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 2,121,000
Loan purchase commitments | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 2.13
Whole loan spread to swap rate 1.80%
Prepayment rate (annual CPR) 15.00%
MSR Multiple 1.9
Pull-through rate 13.00%
Whole loan spread to swap rate - hybrid 1.00%
Loan purchase commitments | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 3.10
Whole loan spread to swap rate 2.70%
Prepayment rate (annual CPR) 15.00%
MSR Multiple 5.1
Pull-through rate 100.00%
Whole loan spread to swap rate - hybrid 1.90%
Loan purchase commitments | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 3.07
Whole loan spread to swap rate 2.68%
Prepayment rate (annual CPR) 15.00%
MSR Multiple 3.8
Pull-through rate 72.00%
Whole loan spread to swap rate - hybrid 1.33%