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Housing Affordability Analytics

Clarity into Borrower Costs. Confidence in MBS Decisions.

Housing Affordability Analytics (HAA) provides a complete view of costs like principal, interest, taxes, insurance and inputs like utilities, that impact a borrower’s ability to repay. While traditional models often focus on mortgage payments, we help you capture the full cost of homeownership, including highly variable, location-specific expenses that can significantly influence loan performance. With this clarity, you can better assess affordability risk and make smarter, data-driven MBS decisions.

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Tap into differentiated data and analytics across the mortgage lifecycle

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Built on powerful data sources

These additional costs can impact borrower behavior and loan performance, yet have traditionally been challenging to measure with precision.

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Understand what drives affordability and risk

Traditional loan models often overlook the full cost of owning a home. While principal and interest are fixed and disclosed, other essential costs like property taxes, insurance, and utilities can vary dramatically by location - and are rarely disclosed with the same transparency.

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Housing Affordability Analytics solves that challenge

We combine our vast mortgage servicing data with climate-driven utility cost modeling to deliver a comprehensive picture of ownership costs, helping you understand debt-to-income (DTI) dynamics and borrower repayment capacity with unmatched precision.

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Industry-leading servicing and escrow data

McDash® covers ~ two-thirds of all U.S. residential loans, delivering high quality insight into property taxes and insurance costs.

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Climate-informed utility estimates

Our Climate Risk team’s geospatial models quantify annual utility usage across 109+ million households in the U.S.

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From loan to security-level insight

Our privacy-protected modeling transforms loan-level detail into security-level analytics, supporting MBS investment decisions at scale.

Why choose Housing Affordability Analytics?


Key metrics
  • Current and estimated Principal & Interest (P&I) payments
  • Estimated annual costs for taxes, insurance (hazard, flood, earthquake) and utilities
  • Variable vs. fixed cost breakdown
  • Comparison of all-in homeownership costs to local income levels
Multiple asset classes
  • Agency MBS Pools
  • Agency CMOs
  • Agency Credit Risk Transfer (CRT)
  • Non-Agency RMBS CMOs
Built for critical use cases
  • Prepayment modeling
  • Default and loss modeling
  • Security selection

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