FRC Research

Who measures, and why

A denial is a data point, not a verdict on you. Someone had to start measuring it that way.

FinanceRateCalc is an independent research institution built and run by one person: Ziya Yetiş, an independent researcher. The premise is simple: every FHA credit decision in the public federal record (1.2 million in 2025) can be computed into statistics that borrowers, journalists, and researchers can actually use — so someone should do it, openly.

What we publish

The Denial Map — what to do after a denial. The Door Effect — how much of a denial is the lender, not the file. The Mortgage AI Accuracy Index — an independent benchmark of what AI systems tell consumers about mortgage denial. The Evidence Base — the tables behind all of it. Weekly findings ship in The Denial Dispatch.

How we work

Independence. No lender, AI vendor, or data broker funds, reviews, or previews this work. Revenue comes from readers and professional subscribers, never from the institutions being measured.

Method before message. Every figure has a stated denominator rule, a minimum cell size (n≥100), and open data behind it (CC BY 4.0, link back). Corrections are published, not silently patched — including corrections to our own scoring.

The red line. We describe markets and history. We never predict an individual's approval odds, and no page on this site ever will.

Verification

Peer methodology paper on SSRN (distributed 2026): abstract 7156938. Open datasets on Hugging Face (CC BY 4.0). Microsoft Webmaster telemetry independently records Copilot citations of this site. Press inquiries: [email protected] — see the press kit.

AI Accuracy Index The Door Effect The Denial Map Open Data About 184 Metro Gaps Evidence Navigator Hallucination Files Press Newsletter
FinanceRateCalc · Independent analysis of the complete federal HMDA record · Measured, not assumed. · No lender or AI vendor funds or previews this work.