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AAT Bioquest

When should I use ANCOVA?

Posted May 19, 2022


Answer

ANCOVA (analysis of covariance) can be used in observational designs, in experimental designs, and in regression models. 

  • In observational designs, ANCOVA is used to remove the effects of variables that modify the relationship between the interval dependent and the categorical independents. 
  • In experimental designs, ANCOVA can be used to control factors that can be measured on an interval scale and not on factors which cannot be randomized. 
  • In regression models, ANCOVA can be used to fit regressions where both categorical and interval independents are present. 
Additional resources

Robustness of ANCOVA in randomized trials with unequal randomization

ANOVA Calculator