# Tag Info

If you're trying to generate data from logistic regression's assumed data generating mechanism, your code does not do that. Logistic regression's data generating mechanism looks like $$\eta = X\beta$$ $$p = \dfrac{1}{1+e^{-\eta}}$$ $$y \sim \operatorname{Binomial}(p, n)$$ What it looks like you're trying to do is create a linear regression in the log ...