Question: is anova the same as linear regression?
Answer: 4 Answers. ANOVA and linear regression are equivalent when the two models test against the same hypotheses and use an identical encoding. ... Somewhat aphoristically one can describe ANOVA as a regression with dummy variables. We can easily see that this is the case in the simple regression with categorical variables.