2 papers
stat.CO2021
Approximation Methods for Mixed Models with Probit Link Functions
Benjamin Christoffersen, Mark Clements, Hedvig Kjellström +1
We study approximation methods for a large class of mixed models with a probit link function that includes mixed versions of the binomial model, the multinomial model, and generali…
stat.ML2021
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types
Benjamin Christoffersen, Mark Clements, Keith Humphreys +1
Missing values with mixed data types is a common problem in a large number of machine learning applications such as processing of surveys and in different medical applications. Rec…