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 |
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Mathematical Understanding |
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Summarising categorical data |
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Chi-squared test of association |
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Chi-squared goodness of fit |
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Logistic Regression |
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Multinomial Regression |
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