3 papers
stat.ML2017
Angle-Based Joint and Individual Variation Explained
Qing Feng, Meilei Jiang, Jan Hannig +1
Integrative analysis of disparate data blocks measured on a common set of experimental subjects is a major challenge in modern data analysis. This data structure naturally motivate…
stat.ME2016
A Note on Automatic Data Transformation
Qing Feng, Jan Hannig, J. S. Marron
Modern data analysis frequently involves variables with highly non-Gaussian marginal distributions. However, commonly used analysis methods are most effective with roughly Gaussian…
stat.ME2015
Non-iterative Joint and Individual Variation Explained
Qing Feng, Jan Hannig, J. S. Marron
Integrative analysis of disparate data blocks measured on a common set of experimental subjects is one major challenge in modern data analysis. This data structure naturally motiva…