| ADF | 1% Critical value | PP | 1% Critical value | conclusion | |
| yg | −7.44 | −3.542 | −7.381 | −3.542 | sTable |
| yc | −7.475 | −3.542 | −7.394 | −3.542 | sTable |
| mkt | −7.353 | −3.542 | −7.282 | −3.542 | sTable |
| smb | −8.633 | −3.542 | −8.652 | −3.542 | sTable |
| hml | −9.934 | −3.542 | −10.067 | −3.542 | sTable |
| umd | −8.771 | −3.542 | −8.779 | −3.542 | sTable |