SigmaAnalytics & Tech
D4SPSSIntermediateAbout 35 min to complete

One-way ANOVA and post hoc

Why three t-tests is the wrong answer, with the inflated-error arithmetic on the slide.

Slides · Dataset

About 35 minutes to complete

Enrol to open the slides and download the data.

What this module covers

why three t-tests is the wrong answer, with the inflated-error arithmetic on the slide; what the F ratio compares; the assumptions and Levene's test; the menu path with Options and Post Hoc; reading the ANOVA table; choosing a post hoc test (Tukey, Bonferroni, Games-Howell) and the rule for each; Welch's ANOVA when variances are unequal; eta squared and partial eta squared; APA reporting.

By the end of it

  • Why three t-tests is the wrong answer, with the inflated-error arithmetic on the slide
  • What the F ratio compares
  • The assumptions and Levene's test
  • The menu path with Options and Post Hoc
  • Reading the ANOVA table
  • Choosing a post hoc test (Tukey, Bonferroni, Games-Howell) and the rule for each
  • Welch's ANOVA when variances are unequal
  • Eta squared and partial eta squared

The dataset

Antenatal care and birth outcome — Sigma teaching dataset

A teaching dataset of 300 cases, generated from a fixed seed so every figure in the module reproduces exactly.

  • CodebookIncluded
  • Dataset (CSV)Included
  • Dataset (CSV)Included
  • SPSS syntaxIncluded