The best replacement for dummy variables is fixed effects.

The best alternatives to dummy variables are rated as following:
★★★★★  fixed effects

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Speaking about dummy variables, one probably shouldn't forget about stata.

Other search terms related to dummy variables and their ratings are:
★★★★★ stata
★★★ multiple regression
★★ interaction
★ seasonality
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