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- iris$group <- as.factor(rep(c("a","b")))
- str(iris)
- #model without interaction
- mod <- lm(Sepal.Length ~ Sepal.Width+Species+group, iris)
- summary(mod)
- #model with interaction(Species*group)
- mod2 <- lm(Sepal.Length ~ Sepal.Width+Species*group, iris)
- summary(mod2)
- #dummy variables for interaction
- int1 <- ifelse(iris$Species=="versicolor" & iris$group=="b", 1, 0)
- int2 <- ifelse(iris$Species=="virginica" & iris$group=="b", 1, 0)
- #model with dummy variables
- mod3 <- lm(Sepal.Length ~ Sepal.Width+Species+group+int1+int2, iris)
- summary(mod3)
- summary(mod2)
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