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This tutorial will help you set up and interpret a Multinomial Logit regression in Excel using the XLSTAT software.

Not sure this is the modeling feature you are looking for? Check out this guide.

What is a multinomial logit model?

The multinomial logit model is a generalization of the classical logit model for variables to be explained with more than two modalities (this method can also be called polytomous logistic regression).

The principle of this model is as follows: we want to understand or predict the effect of one or more variables on a qualitative variable with multiple responses. This variable must be an unordered categorical variable. All the calculations are made relative to a reference modality that the user must select. This will help us understand the impact of the choice of a modality according to the explanatory variables in relation to a fixed modality.

The multinomial logit model is used to model the