Probit

Definition

$\mathrm{probit}(p)={\Phi }^{-1}(p)\iff \pi =P(Y=1|X=\mathbf{x})=\Phi ({\mathbf{x}}^{⊺}\mathbf{\beta })$ where $\Phi$ is the CDF of standard normal distribution