statcheck

An adversarial AI referee for empirical economics: finds p-hacking, cherry-picking and specification search, then re-runs the result.

statcheck-ml for R: find reported statistics in a PDF with a character model, check each p-value with arithmetic

Critical statistical review of research papers: extract reported tests, recompute them, flag questionable analyses.

开源论文体检工具 PaperGuard：扫描论文 PDF 的统计自洽、数字一致与图片完整性疑点，帮助科研人员发现学术不端线索，MIT 开源。Paper screening for scientific integrity.

Check AI-written statistics with evidence. Re-runs analyses and notebooks, tests each statistical test's assumptions on the real data, recomputes reported p-values (statcheck-style) and lints analysis code. Posts the result on pull requests; an optional LLM agent proposes corrected analyses that are re-run to verify them. pip install stataudit

statcheck-ml in the browser: drop a PDF, check its statistics. Demo: https://rasoulnorouzi.github.io/rasoulnorouzi-statcheck-ml-web/