23 citations · 53 across the 7 of their papers we have counts for
3 papers · 1 filter
latentcor: An R Package for estimating latent correlations from mixed data types
Mingze Huang, Christian L. Müller, Irina Gaynanova
We present `latentcor`, an R package for correlation estimation from data with mixed variable types. Mixed variables types, including continuous, binary, ordinal, zero-inflated, or…
c-lasso -- a Python package for constrained sparse and robust regression and classification
Léo Simpson, Patrick L. Combettes, Christian L. Müller
We introduce c-lasso, a Python package that enables sparse and robust linear regression and classification with linear equality constraints. The underlying statistical forward mode…
Fast computation of latent correlations
Grace Yoon, Christian L. Müller, Irina Gaynanova
Latent Gaussian copula models provide a powerful means to perform multi-view data integration since these models can seamlessly express dependencies between mixed variable types (b…