I have a continuous dependent variable. 5 categorical independent variable with 7-12 levels in each. Converting into dummy variables and using regression doesn't sound good as there will be so many variables. Which analytical methods can be used here ?
ANOVA is recommended when you have a continuous dependent variable, and a categorical independent variable.
Logistic regression could be used if you convert the dependent variable into a categorical one.