Always check r together with its p-value
always-check-r-together-with-its-p-value · always_apply: no
Content
With small samples, an apparently large correlation coefficient (r) can still be statistically insignificant; use the r/p-value combination to interpret correlations correctly.
Details
- Slug:
always-check-r-together-with-its-p-value- Always apply:
- No
- Created:
- Sep 18, 2026
- Updated:
- Sep 18, 2026
Playbook
Activities 1
- Interpret correlation with p-value and rule out spurious relationships Assess Information Gain and Conclude