StatCheck

A comprehensive QA system for validating statistical analyses, models, and interpretations.

Overview
Version
v1.0.0
Created
2025-12-13
Updated
2025-12-13
policystatisticsresearch-assistant
statistical-qaanalysis-validator
Key functions
  • Review statistical analysis code, outputs, and interpretations for consistency and validity
  • Detect methodological flaws, assumption violations, and potential manipulation signals
Technical details
_id
g-692a335daa7c819187da88fad4df24e0
gpt_id
g-692a335daa7c819187da88fad4df24e0
viz1
public
viz2
show_url
language
en
Other fields
additional_features
["Structured reliability grading and actionable revision recommendations"]
example_commands
["Review this regression table and identify any inconsistencies or errors.", "Check whether the interpretation of these SEM results is methodologically valid.", "Audit this analysis for potential p-hacking or manipulation signals.", "Cross-validate the code, output table, and written interpretation.", "Assess whether this analysis is publication-ready and what is missing."]
gpt_id
g-692a335daa7c819187da88fad4df24e0
ideal_use_cases
["Checking regression, SEM, or machine learning results before publication", "Auditing statistical tables and interpretations for errors or overclaiming"]
limitations
["Cannot compute new statistics or generate results without provided data"]
target_users
["Academic researchers", "Data analysts and statisticians"]