Before revision:  Importantly, our framework allows for nonseparable index functions with multi-dimensional latent variables, and does not require parametric distributional assumptions.
After revision:  Our framework allows for nonseparable index functions with multi-dimensional latent variables, and does not require parametric distributional assumptions.