Result Detail – T Test
Result Information
- Result ID
- 186
- Type
- T Test
- Status
- completed
- Dataset ID
- 706
- Created
- 2026-09-21 02:16:40.616341
Statistical Test Result
- Test
- t test — Student's t-test (equal variances assumed)
- Statistic
- 11.8188
- p-value
- 8.088e-16
- Interpretation
- significant Significant at alpha=0.05 (p=8.088e-16).
- Value Column
- value
- Group Column
- group
- Groups
- high (n=25) low (n=25)
- Effect size
- cohens d = 3.3429
Assumptions
- Shapiro-Wilk, group high: W=0.9855, p=0.9688 — normal
- Shapiro-Wilk, group low: W=0.9784, p=0.8518 — normal
- Levene's test (equal variances): p=0.6414
Group descriptives
| Group | n | Mean | SD | Median | Min | Max |
|---|---|---|---|---|---|---|
| high | 25 | 13.6068 | 0.8771 | 13.4861 | 11.9326 | 15.6286 |
| low | 25 | 10.4711 | 0.9953 | 10.4470 | 8.6869 | 12.2762 |
Interactive group boxplot
Figures
Distribution by group — cohens d = 3.343
Download PNG
Group means (95% CI)
Download PNG
Pathway Analysis (same dataset)
Method & Provenance
- Method
- Student's / Welch's t-test
- Method key
t_test(result type:statistical_test, result #186)- Engine
- Python · scipy v1.17.1
- Dataset(s)
- #706 gallery — example_posthoc_two_groups.csv
- Status
- completed
- Permanent link
- https://cat-g-omxpert.wishartlab.com/results/by-token/60e2706272dd49bb8dfecc7303fb0a48 Bookmark or share this URL — it does not depend on your session.
- Created
- 2026-09-21 02:16:40.616341
Parameters used
| Parameter | Value |
|---|---|
test_type | independent |
value_col | value |
group_col | group |
Execution trace
Reconstructed from the parameters stored with this result — represents the Python/R calls the analysis service made.
from scipy import statsstat, p = stats.ttest_ind(group_a, group_b, equal_var=<levene>)