From the linked-list tag wiki excerpt:
A linked list is a data structure in which the elements contain references to the next (and optionally the pr
This is because the article that you are reading considered "getting to that index" as a separate operation. The article assumes that you are already at the index you wish to perform add(int, E).
To conclude:
Insert or Remove operation = O(1)
Finding node at nth index = O(n)