I am new to regression analysis for categorical data. I have 120 independent variable and 1 dependent categorical variable. I would like to perform univariable regression analysis on each of these 120 independent variables with the categorical dependent variable. I would like to shortlist few improtant features based on the p value from their univariable regression analysis. After searching online I found out about logistic regression as away to do regression analysis on categorical data. I found 2 commands in matlab mnrfit and fitglm with bionmial distribution. However, I am not sure if its okay to use them for univariable regression analysis or how to interpret the results from these functions. Can any provide me with proper explanation? if possible with an example.