E5SPSSIntermediateAbout 35 min to complete
Ordinal and multinomial logistic regression
When the outcome has three or more categories, and whether their order matters.
Slides · Dataset
About 35 minutes to complete
Enrol to open the slides and download the data.
What this module covers
when the outcome has three or more categories, and whether their order matters; multinomial logistic regression and the reference-category logic; reading and reporting a multinomial output without drowning the reader; ordinal logistic regression and the proportional odds assumption, with the test for it and what to do when it fails; menu paths for both; APA reporting.
By the end of it
- When the outcome has three or more categories, and whether their order matters
- Multinomial logistic regression and the reference-category logic
- Reading and reporting a multinomial output without drowning the reader
- Ordinal logistic regression and the proportional odds assumption, with the test for it and what to do when it fails
- Menu paths for both
The dataset
Place of delivery and satisfaction with care — Sigma teaching dataset
A teaching dataset of 420 cases, generated from a fixed seed so every figure in the module reproduces exactly.
- CodebookIncluded
- Dataset (CSV)Included
- SPSS syntaxIncluded