What Are the Best Practices for Statistical Analysis?
Statistical analysis is another area ripe for methodological disagreements. Choices about which statistical tests to use, how to handle outliers, and whether to apply transformations can all influence the study’s findings. The use of advanced statistical methods like machine learning and Bayesian statistics is also debated. While these methods can offer more flexible modeling, they require complex assumptions and expertise that not all researchers possess.
