Reproducible research One of the best ways to get started with research in a new area is to try to replicate some existing research. In doing so, you will usually gain a much better understanding of the topic, and you will often discover some problems with the research, or develop ideas that will lead to a new research paper. Unfortunately, a lot of papers are not reproducible because the data are not made available, or the description of the methods are not detailed …