Question: are clustered standard errors robust?
Answer: Clustered standard errors are a special kind of robust standard errors that account for heteroskedasticity across “clusters” of observations (such as states, schools, or individuals). ... Clustered standard errors are generally recommended when analyzing panel data, where each unit is observed across time.