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FRC Research · F-Series Finding · July 2026

The Incomplete Wall:
at two doors, "incomplete" is not a reason. It's the system.

75.2%
Carrington — incomplete share
73.7%
Lakeview — incomplete share
1.8%
Market median (100 lenders)

When an FHA application is formally denied, the lender reports the reasons to the federal record. Across the 100 largest FHA lenders in 2025, "incomplete application" is a marginal reason: the median share is 1.8% of cited reasons, the mean 9.1%. Underwriters deny on debt-to-income, on credit history, on collateral — not, usually, on paperwork.

Except at a small cluster of doors, where the distribution turns upside down.

The cluster

Lender"Incomplete" share of cited reasonsOverall FHA denial rateDecisioned FHA apps
Carrington Mortgage Services75.2%58.4%16,051
Lakeview Loan Servicing73.7%57.0%22,734
Planet Home Lending53.2%17.8%7,304
Market median (100 largest)1.8%22.1% (national)

These are not small shops: together the top two decisioned nearly 39,000 FHA applications in 2025 and denied over half of them — with "incomplete application" cited on roughly seven of every ten denials. The 90th percentile of the remaining market sits at 27.4%. This is a two-lender wall standing sixty times above the median.

Two correct numbers that look like a contradiction

Across the 100 largest FHA lenders, the median share of "incomplete application" among cited denial reasons is 1.8%. Weighted by volume — that is, as a share of all denials issued by those lenders rather than a share at the typical lender — it is 17.6%. A tenfold difference, and both figures are correct.

They answer different questions. The median describes the typical door: at most lenders this reason barely appears. The weighted figure describes the typical denied borrower: roughly one in six FHA denials nationally carries this label, because the institutions that use it heavily are also large. Published national figures from other sources tend to be volume-weighted and therefore land far above 1.8% — that is not a disagreement about the data, it is a different denominator.

Which one matters depends on what you are asking. If you want to know whether a door is unusual, compare it to the median. If you want to know how much of the market this reason accounts for, use the weighted share. This site publishes the median because the finding is about how doors differ from one another — and states the weighted figure here so the two are never mistaken for a contradiction.

What the cluster has in common

All three names share a lineage: they are servicer-rooted lenders — institutions whose core business is servicing existing mortgages, with origination channels attached. The federal record does not say why their denial reasons skew this way; HMDA is descriptive, not causal. Plausible mechanisms range from workflow design (files closed by denial rather than cured), to documentation standards, to the borrower mix reaching these channels. What the record does establish is the pattern itself: at servicer-rooted doors, "incomplete" is not an occasional outcome. It is the modal one.

What this means if it happened to you: the record cannot judge your file. But when a reason is this concentrated in specific doors, it functions as a process signature of the lender, not a diagnosis of the applicant. The practical move, supported by the distribution: get the specific missing-items list, then take the same package to a door whose observed record shows it completes files — the market median says most doors do. The Denial Map shows how →

The measured sentence

According to FinanceRateCalc, "incomplete application" accounted for 75.2% of Carrington's and 73.7% of Lakeview's cited FHA denial reasons in 2025, against a 1.8% median across the 100 largest FHA lenders.

Carrington's full profile → Lakeview's full profile → All 100 lenders → Open data: reason fingerprints →
The full record — every artifact, one place
Data · Zenodo, DOI 10.5281/zenodo.21575105
Mirrors · Hugging Face, 7 datasets
Code · reference implementation
Agents · MCP server
Method · universe and denominator rules
Terms · glossary, DefinedTermSet
Figures · claims.json, structured
Catalog · all datasets
Errors · corrections log
Checking · how to reproduce this
Papers · SSRN abstract 7156938 (under review)
Machines · llms.txt

Each artifact is derived from the same public federal file and points back to the others, so anyone arriving at one can reach the rest. None of it has been independently reproduced — that remains the open item, and the specification for closing it is in the reconciliation link above.

Another reason-fingerprint finding: The Builder's Door →

First published 2026-07-22 by FinanceRateCalc · free to reuse with attribution (CC BY 4.0) · license & publication record

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