However , as noted above , the null hypothesis of symmetrical line changes could not be rejected in this small sample .
In contrast , slightly more than half of the line changes moved lines down in our single season of line change data .
As noted above , the null hypothesis of symmetrical line changes could not be rejected in this small sample .
In contrast , slightly more than half of the line changes moved lines down in our single season of line change data .