Countertop Nugget Ice Maker Market Census & Entity Resolution
Population definition, the 84-configuration market census, duplicate and white-label resolution, GTIN/MPN/UPC rules, alias confidence and sampling limits.
Measured Choice Research
The technical layer behind the decision.
Versioned methods, original market data, field definitions, limitations and reproducible calculations. Consumer pages stay readable; this library carries the full technical scope.
Price Dynamics and the True Market Price of Countertop Nugget Ice Makers
Offer qualification, median and quartiles, modal 14-day price, 30-day volatility, promotions, retailer coverage and timestamp policy.
Reliability, Repairability and Failure-Mode Evidence Framework
Duration coding, sample bias, parts/service taxonomy, acoustic and sensor failure signals, confidence rules and stop conditions.
Cleaning Access, Maintenance Burden and Biofilm Vulnerability
Wet-path design, cleaning protocols, cycle burden, descaling, inaccessible pathways and the validation required before publishing a vulnerability tier.
Why V0.1 Names No Overall Nugget-Ice Choice
Qualification gates, cost-to-own evidence, Pareto logic, uncertainty limits and the stop rule behind a zero-Choice outcome.
The Purchase Mechanics Standard for Consumer Market Datasets
Category-agnostic market population, entity resolution, offer/master separation, pricing, missing data, provenance, evidence labels, stop rules and release control. The publication draft removes future-state claims that are not yet implemented.
Read technical draft → · PDF mirror →Living Within Your Means: A Cash-Flow-Based Purchase Affordability Model
User-defined obligations and cushions, months-to-save logic, privacy, optional benchmark treatment and why product value and household affordability are separate judgments.
Current data release
MCDD-ICE-001 release 0.7
The nugget-ice source map exposes the release counts, price snapshot, offer examples, evidence-status table and public claim locators used by the guide and WP-METHOD-001.
How to cite
Use the versioned object you actually relied on.
Method: Measured Choice. “The Purchase Mechanics Standard for Consumer Market Datasets.” WP-METHOD-001, Version 0.1, 18 Aug. 2026.
Data: Measured Choice. “MCDD-ICE-001: Countertop Nugget Ice Maker Public Data Release 0.7.” Version 0.7-PUB-QA-V0.1, 18 Aug. 2026.
Research library change log
Aug. 18, 2026 — Publication QA pass. Added public claim labels, a source-map/data-release page, downloadable public claim CSV, WP-METHOD-001 source mapping, and explicit holds on unfinished price-history, biofilm and normalized-incident metrics.
Publication standard
Built to be auditable and citable.
Each finished paper should publish as canonical HTML with a PDF mirror, version/date/change log, definitions, methods, results, limitations, visible source mapping and downloadable data when rights allow. Structured data must match visible content. Public citation pages should remain crawlable by search systems.
This prototype remains noindex until production deployment, crawler-access and canonical-URL QA are complete.