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I'm level -1000 in statistics and I need an expert help

in my project, I have data set with 3 variables one categorical and 2 are quantitative and I'm supposed to Conduct a bivariate analysis with the purpose to understand the factors that may contribute to the identification of the categorical variable in the considered data set.

the question is can I use simple or multiaple regression ? if the answer is yes, can you show me how to do it? and if it's no, what should I use instead? and how to interpret?

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