What is the difference between univariate and multivariate logistic regression?
https://www.cantab.net/users/filimon/cursoFCDEF/will/logistic_reg.pdf
Hello Seerwan Assi Raheem. What do you mean when you say multivariate? I ask, because the there is often a lot of confusion about the distinction between multivariate and multivariable. See this short article, for example. And thanks for clarifying what you mean.
Article Multivariate or Multivariable Regression?
Multivariate logistic regression denotes that you have more than two dependent variables ,and they are categorical. Univariate analysis means that you have one dependent variable, vicariate analysis means you have exactly 2 dependent variables while multivariate analysis means you have more than 2 dependent variables (cousera.org)
Just noticed that the authors of the presentation I linked above used multivariate/multivariable wrongly. Here is a link to a better source, also citing the paper linked by Bruce and being inline with Béatice's comment:
https://academic.oup.com/ntr/article/23/8/1446/5812038
S. Béatrice Marianne Ewalds-Kvist, I assume vicariate was meant to be bivariate? ;-) If so, then I agree with what you wrote, but with the added note that bivariate is often used to describe correlations, for example, where neither of the two variables is (necessarily) a dependent variable.
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