cheeech cheeech - 2 months ago 6
R Question

Setting a formula for GLM as a sum of columns in R

I am trying to set the formula for

GLM
as the ensemble of columns in
train
-
train$1:99
:

model <- glm(train$100 ~ train$1:99, data = train, family = "binomial")


Can't figure to find the right way to do it in R...

Answer

If you need outcome ~ var1 + var2 + ... + varN, then try this:

# Name of the outcome column
f1 <- colnames(train)[100]

# Other columns seperated by "+"
f2 <- paste(colnames(train)[1:99], collapse = "+")

#glm
model <- glm(formula = as.formula(paste(f1, f2, sep = "~")),
             data = train,
             family = "binomial")
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