Can many independent categorical variables be included in regression at once to predict the dependent variable.

For eg:

Dependent Variable = Income

Independent Variable = Age (4 categories), Education (5 categories), Region (4 categories), Experience (4 categories).

Should these be analysed one by one or simultaneously to predict the dependent variable (income).

Will there be any change in results (R square, Model values) if analysed one by one or simultaneously.

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