Statistical Analysis Considerations for More Reproducible Neuroimaging Research

• Most studies are underpowered, combat this by sharing your data and reusing available data to enable creating larger data sets, thereby increasing study power. Understand:
  • Effect size, confidence intervals, power, positive predictive value and significance testing - some training materials can be found here.