Course overview
A practical introduction to research comparisons, effect estimates and uncertainty, without a full statistical project.
Learning outcomes
Distinguish independent from paired observations.
Match a simple research comparison to an appropriate method.
Interpret an effect estimate, confidence interval and p-value cautiously.
Curriculum
From research question to a comparison.
Independent versus paired observations.
Comparing means, proportions and ordered outcomes.
Effect sizes and confidence intervals.
P-values, assumptions and common interpretation errors.
Worked example: choose and explain one comparison.
Practical output
Choose an analysis for one short synthetic scenario and write a three-sentence interpretation of the supplied output.
Course information
Practice uses synthetic or appropriately authorized material. Course materials remain available for three months after completion. Contact us with questions; we respond within 72 hours. This response window is not a grading or manuscript-review deadline. Publication, authorship, and funding are not guaranteed.
