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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)
3 Months Ended
Mar. 31, 2018
USD ($)
$ / loan
ABS Issued  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 1,542,087,000
ABS Issued | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 8.00%
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) 25.00%
Loss severity 54.00%
Discount rate 15.00%
Default rate 16.00%
ABS Issued | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 18.00%
Loss severity 22.00%
Discount rate 4.00%
Default rate 3.00%
Loan Forward Sales Commitments  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 1,269,000
Loan Forward Sales Commitments | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 2.80
Loan Forward Sales Commitments | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 2.80
Loan Forward Sales Commitments | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 2.80
Residential Loans Priced To Securitization and Whole Loan Market, Uncommitted to Sell  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 3,162,491,000
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 1.78
Whole loan spread to swap rate 1.60%
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 2.97
Whole loan spread to swap rate 2.10%
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 2.90
Whole loan spread to swap rate 2.00%
Residential Jumbo Hybrid Loans Priced To Whole Loan Market Uncommitted To Sell  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 258,789,000
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 0.90%
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 1.65%
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 1.48%
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 $ 84,395,000
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 100.56
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 101.32
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 101.12
Legacy Sequoia  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 626,151,000
Sequoia Choice  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value 1,013,619,000
Residential loans, at lower of cost or fair value  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 251,000
Residential loans, at lower of cost or fair value | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 30.00%
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 30.00%
Investment Securities  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 1,357,720,000
Investment Securities | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 0.00%
Loss severity 0.00%
Discount rate 3.00%
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 14.00%
Default rate 27.00%
Investment Securities | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 9.00%
Loss severity 22.00%
Discount rate 6.00%
Default rate 3.00%
MSRs  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 66,496,000
MSRs | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 6.00%
Discount rate 11.00%
Per loan annual cost to service $ 79
MSRs | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 27.00%
Discount rate 29.00%
Per loan annual cost to service $ 82
MSRs | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 7.00%
Discount rate 11.00%
Per loan annual cost to service $ 82
Guarantee asset  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 3,055,000
Guarantee asset | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 9.00%
Discount rate 11.00%
Guarantee asset | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 9.00%
Discount rate 11.00%
Guarantee asset | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Prepayment rate (annual CPR) 9.00%
Discount rate 11.00%
REO  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 2,260,000
REO | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 12.00%
REO | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 43.00%
REO | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Loss severity 26.00%
Loan purchase commitments  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Fair Value $ 1,395,000
Loan purchase commitments | Minimum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 1.78
Whole loan spread to swap rate 2.01%
Prepayment rate (annual CPR) 15.00%
MSR Multiple 1.0
Pull-through rate 9.00%
Whole loan spread to swap rate - hybrid 0.90%
Loan purchase commitments | Maximum  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 2.78
Whole loan spread to swap rate 2.01%
Prepayment rate (annual CPR) 15.00%
MSR Multiple 5.2
Pull-through rate 100.00%
Whole loan spread to swap rate - hybrid 1.65%
Loan purchase commitments | Weighted Average  
Fair Value Inputs, Assets, Quantitative Information [Line Items]  
Whole loan spread to TBA (in dollars per loan) | $ / loan 2.77
Whole loan spread to swap rate 2.01%
Prepayment rate (annual CPR) 15.00%
MSR Multiple 3.4
Pull-through rate 68.00%
Whole loan spread to swap rate - hybrid 1.19%