The best replacement for clustered standard errors is fixed effects.

The best alternatives to clustered standard errors are rated as following:
★★★★★  fixed effects
★★  random effects
★  robust standard errors

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Speaking about clustered standard errors, one probably shouldn't forget about fixed effects.

Other search terms related to clustered standard errors and their ratings are:
★★★★★ fixed effects
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clustered standard errors
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