Statistical analysis for PhD research is an essential part of the doctoral research process because it helps scholars analyze research data scientifically and generate accurate findings for their thesis or dissertation. Proper statistical analysis allows researchers to test hypotheses, validate research objectives, identify relationships between variables, and support conclusions with evidence-based results. Universities and research institutions require PhD scholars to use reliable statistical methods and analytical tools to ensure the credibility, accuracy, and academic quality of their research work.