ANOVA Course
This course equips you to master ANOVA comprehensively, from experiment design and data preparation through assumption checks, model fitting and interpretation, post-hoc testing, to transforming p-values and effect sizes into practical business decisions for experiments in consumer and market research.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
Gain practical skills in designing robust experiments, preparing tidy data, selecting appropriate ANOVA models for group comparisons, verifying assumptions, executing analyses in software, using robust methods, conducting post-hoc tests, and producing clear tables, graphs, and reports that deliver actionable insights from statistical results.
Elevify advantages
Develop skills
- Design effective ANOVA datasets by simulating groups, determining sample sizes, and documenting data origins.
- Construct and troubleshoot ANOVA models by validating assumptions and implementing quick robust solutions.
- Execute and analyse ANOVA using software to derive tables, F-statistics, and effect size measures.
- Conduct post-hoc analyses with methods like Tukey, Bonferroni, or Holm, presenting distinct group differences clearly.
- Convert ANOVA findings into strategic recommendations through succinct reports, thresholds, and business applications.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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