16 citations · 16 across the 1 of their papers we have counts for
2 papers
stat.CO2020★ 16 cited
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…
stat.ME2018
Sparse semiparametric canonical correlation analysis for data of mixed types
Grace Yoon, Raymond J. Carroll, Irina Gaynanova
Canonical correlation analysis investigates linear relationships between two sets of variables, but often works poorly on modern data sets due to high-dimensionality and mixed data…