CCM Example Step 2 Output Table (Columns 1-5)
| cause |
effect |
library_size |
correlation |
jaccard_index |
| a |
b |
3 |
0.0953577181959707 |
|
| a |
b |
100 |
0.292185902147916 |
|
|
b
|
a
|
3 |
0.126132322073481 |
|
| b |
a |
100 |
0.55247162271285 |
|
CCM Example Step 2 Output Table (Columns 6-9)
| lower_bound |
upper_bound |
effect_size |
effect_size_id |
| 0.0474348274083848 |
0.142842631635922 |
0.2053062000969 |
0.0261042449848043 |
| 0.276353905641276 |
0.307859356247328 |
|
|
| 0.0748762908890498 |
0.176723628043906 |
0.495124117770105
|
0.0282432749583384 |
| 0.538744605905156 |
0.565905368590645 |
|
|
The function has identified a causal relationship in the direction "b causes a" (the effect_size is significantly greater than 0.25).