Review your own work
Methods resources for data analysis
Source-led guides to research questions, analysis selection, assumptions and transparent reporting.
01
Define the question and variables
Choose an analysis to answer a meaningful research question. Consider measurement level, dependence, sample and design constraints together.
Analysis selection guide →02
Inspect assumptions and uncertainty
No single test result determines the method. Examine distributions, unusual observations and model assumptions in context.
Distribution checks →03
Report transparently
State methods, uncertainty measures, missing data and limitations. The table tool only formats existing numbers; no analysis service is offered.
Table formatter →