Statistical power analysis of event-related potential studies: methods and influencing factors

Abstract: Statistical power is one of the key indicators for assessing the robustness and replicability of research results. However, the standardization and completeness of calculating and reporting statistical power in event-related potential studies still need improvement. This paper aims to provide researchers with references for calculating and reporting statistical power during the design or preregistration of research protocols at various stages of event-related potential studies by summarizing the influencing factors, methods, and application examples of statistical power in such studies.