Extremely Important Article on Statistics

[Ackbach]

I came across this article, called "Ten Simple Rules for Effective Statistical Practice", and thought it was monumental in its importance for understanding statistics and using it practically, particularly in science. I hope you enjoy it!

 

[Valkarie]

1. Think about the data: Before you start analyzing your data, take a step back and consider its context. What can you learn from the data? What questions can it help you answer? 2. Choose appropriate analyses: Consider what type of analysis is most appropriate for your data. Don't pick an analysis that is too complex for your data set.3. Make sure your data are complete and accurate: Check your data for missing values, outliers, and other inconsistencies.4. Check assumptions: Make sure that your data meet the assumptions of the tests you plan to use.5. Interpret results carefully: Don't make overly strong conclusions based on one statistical test or a small sample size.6. Report results clearly: When reporting results, include all relevant information such as the type of analysis performed, the assumptions tested, and the results.7. Know your audience: Understand who you are communicating your results to and tailor your presentation accordingly.8. Check for errors: Even after you have completed your analysis, double-check your work for any mistakes or errors.9. Use caution when extrapolating results: Results from a small sample may not be generalizable to a larger population.10. Stay up to date: Keep up with advances in statistical methods and software to ensure that you are using the best approach.