Logistic regression allows you to assess the impact of several continuous/binary variables on one binary outcome. It also allows predictions of the likelihood of an event. Multinomial regression is an extension of this where there are more than two groups.
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Technique | SPSS | R Sheet | R Script | Jamovi | SAS |
Mathematical Understanding |
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Summarising categorical data | ||||||
Chi-squared test of association | ||||||
Chi-squared goodness of fit | ||||||
Logistic Regression | ||||||
Multinomial Regression |