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Analytics Models

The methodology behind 8 of LoanBook's proprietary whole loan analytics models, each calibrated from empirical loan performance data.

Core Pricing

LoanBook OAS Engine

Hull-White Monte Carlo option-adjusted spread, with the Z-Spread, Option Cost and COAS solved from the same run.

LoanBook Prepay Model

Prepayment speeds for all five sectors: residential refinance S-curve with burnout and turnover, consumer by loan type, a payoff-date model for fixed-rate CRE, government and lease curtailments.

Credit Risk

LoanBook Default Model v3

Residential default from a competing-risks logit hazard with macro frailty, calibrated through the cycle; lifecycle default curves for consumer and commercial loans.

LoanBook Severity Model v3

Loss given default as a percentage of the balance at default; Residential reads a realized loss table with the property marked at the time of default.

Portfolio Analytics

LoanBook Total Return Engine

Multi-horizon holding period return with a five-component decomposition: income, amortization or accretion, credit loss, price change and reinvestment.

LoanBook Novel Metrics

7 proprietary derived metrics and 2 composite scores validated against Fannie Mae loan performance data.

SBA

SBA 7(a) Prepay & Default Model

S-curve prepayment and involuntary prepayment model for 7(a) guaranteed portions, calibrated from SBA 7(a) FOIA loan records with lender quality multipliers.

SBA 504 Prepay & Default Model

Age-based prepay engine and lifecycle default curve calibrated from funded SBA 504 FOIA loans.

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Whole loan and participation analytics, offerings and settlement for banks and credit unions.

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Securities offered through Cohen Securities, LLC, Member FINRA/SIPC·© 2026 LoanBook Technologies, LLC. All rights reserved.

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