HI. if I have 7 industry dummy variables and another dummy for listing status all being dichotomous in my model.
it results multicollineartiy issues when including all the dummies in the correlation matrix
Not really. If you want to calculate a difference use Sign-test or Wilcoxon matched pair signed-ranks test if the groups are related, if independent e.g. Mann-Whitney.
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