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UQO Working Paper No. 3 — Hedonic housing price models for the US: parametric, quantile, and machine-learning approaches.

researcheconomicshousinghedonicmachine-learninguqo
TeX 77.8% Python 22.1%

History of paper/sections/discussion.tex · clear filter

  1. Ground Walk Score conjecture (Duncan et al. 2011), freeze version date
    …
    - Added verified reference: Duncan, Aldstadt, Whalen, Melly & Gortmaker
  (2011), IJERPH 8(11), 4160-4179, DOI 10.3390/ijerph8114160 (verified
  via PubMed/MDPI) — validation of Walk Score across four US metros,
  supporting the market-specific-meaning mechanism in the discussion.
- Title page date frozen to August 5, 2026 (was \today).
- Build: 60 pages, 0 errors, 0 undefined refs, 0 overfull boxes,
  70/70 references cited.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    simon-pierre boucher committed 5 days ago (Aug 5, 2026) · 1 file changed +6 −3
  2. Scholarly upgrade of the paper (v1.1): literature expansion + rewrite
    …
    - Bibliography: 37 -> 69 references, every new entry verified via
  OpenAlex (exact metadata + DOI). Removed one fabricated reference
  (chen2020housing) and corrected two mis-dated entries (Bourassa et
  al. 2010; Meyer & Pebesma 2021).
- Rewrote and expanded Introduction, Literature Review (10 thematic
  subsections), Discussion, and Conclusion; citation-grounded edits in
  Data, Methodology, Results, and Limitations.
- No results, tables, or figures changed. Compiles clean: 61 pages,
  0 undefined references, 69/69 entries cited.
- Added PAPER_REVIEW.md (critical assessment) and UPGRADE_REPORT.md
  (per-reference justification, flagged claims, contradicting
  literature).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    simon-pierre boucher committed 5 days ago (Aug 5, 2026) · 1 file changed +163 −26
  3. Initial commit: WP3 research compendium (hedonic housing prices, US)
    …
    Restructured research project for UQO Working Paper No. 3: refactored
analysis pipeline (src/wp3 + numbered scripts), 11 publication-ready
figures regenerated from stored artifacts, LaTeX paper (52 pages,
BibTeX bibliography, compiles clean), CSV table exports, and full
audit/change documentation (AUDIT.md, CHANGES.md).

Large data artifacts (DuckDB raw extract, processed pickles) are
excluded from the repository and available on request.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    simon-pierre boucher committed 5 days ago (Aug 5, 2026) · 1 file changed +46