22 citations · 23 across the 3 of their papers we have counts for
3 papers
MM-PCA: Integrative Analysis of Multi-group and Multi-view Data
Jonatan Kallus, Patrik Johansson, Sven Nelander +1
Data integration is the problem of combining multiple data groups (studies, cohorts) and/or multiple data views (variables, features). This task is becoming increasingly important…
ROPE: high-dimensional network modeling with robust control of edge FDR
Jonatan Kallus, Jose Sanchez, Alexandra Jauhiainen +2
Network modeling has become increasingly popular for analyzing genomic data, to aid in the interpretation and discovery of possible mechanistic components and therapeutic targets.…
Functional analysis via extensions of the band depth
Sara López-Pintado, Rebecka Jornsten
The notion of data depth has long been in use to obtain robust location and scale estimates in a multivariate setting. The depth of an observation is a measure of its centrality, w…