Probit models

Binary and multinomial probit regression using I-priors in R.

In a regression setting, we define an I-prior as a Gaussian process prior on the regression function with covariance kernel equal to …

An extension of the I-prior methodology to binary response data is explored. Starting from a latent variable approach, it is assumed …