During my Undergraduate I was working on a project that involves Sleep EEG. We were concentrating too much on the collection of data and data analysis of the EEG using Matlab. We weren’t aware about the statistical analysis part. The project period was planned for a semester, in which the data collection and data analysis part took most of the time. Although we got an inference with respect to the collected data, the age balance between the groups was not achieved. This came into our view only after we started the statistical analysis. In order to balance the age related issues, we had to collect extra data and also it consumed lot of time and money. If the statistical analysis part was known before we would have planned accordingly. This made us to work all nights at the end of the semester.