The book introduces the reader to a variety of intermediate and advanced statistical tests that are utilised by the sport and exercise scientists .It provides the foundations for understanding these tests and guides the reader to more specialised resources for additional information. This book focuses on the application of statistical tests to answer research questions from different areas of sport and exercise science. The first chapters cover statistical tests that are widely employed by students and faculty (i.e., ANOVA, MANOVA, and mediation and moderation via regressions), whilst other chapters cover more advanced tests and procedures such as power analysis, exploratory structural equation modelling, mixture modelling. Program code, screenshots, and data files are provided for each chapter, this will include SPSS and MPlus. Programme code will feature enabling the reader to replicate the examples from the book and adapt those examples to their own research questions. Each chapter will have step-by-step explanations of the required procedures, a non-technical interpretation of the findings and how they relate to sport and exercise sciences.