Making nine analyses consistent, accurate and explainable
Analysis coaching and verification for a United Kingdom postgraduate cohort
Nine postgraduate clients were working with the same eighty one case teaching dataset. Each needed to understand the correct analytical route, write independently and reconcile every reported figure with the source data.
I provided structured analysis coaching and verification across descriptives, reliability, t tests, non parametric equivalents, chi square, analysis of variance and multiple regression. Every statistic was reproduced independently, assumptions were checked and the clients were guided to interpret their own results accurately.
- Every checked analysis reproduced exactly from the raw data
- Overlap was confined to legitimately shared references
- Twenty three and twenty seven verification checks passed across the two lead records
- Four interpretation problems were identified and corrected before submission