This document provides guidance on conducting a literature review for a dissertation in statistics. It explains that a literature review is necessary to demonstrate that the proposed research is original and builds upon prior work. It recommends spending significant time reviewing references, taking detailed notes, and continually updating the list of sources as new relevant literature is discovered. The literature review should justify the research problem, methodology, and contributions to the field. It should provide evidence that the student is well-versed in the topic.