Replication studies increase our confidence in previous results when the findings are similar each time, and help mature knowledge by addressing both internal external validity aspects. However, these still rare certain software engineering fields. In this paper, we replicate extend a study, which denotes current state-of-the-art for multi-objective effort estimation, namely CoGEE. We investiga...