8 citations · 8 across the 2 of their papers we have counts for
3 papers
Joint Modeling of An Outcome Variable and Integrated Omic Datasets Using GLM-PO2PLS
Zhujie Gu, Said el Bouhaddani, Jeanine Houwing-Duistermaat +1
In many studies of human diseases, multiple omic datasets are measured. Typically, these omic datasets are studied one by one with the disease, thus the relationship between omics…
Statistical Integration of Heterogeneous Data with PO2PLS
Said el Bouhaddani, Hae-Won Uh, Geurt Jongbloed +1
The availability of multi-omics data has revolutionized the life sciences by creating avenues for integrated system-level approaches. Data integration links the information across…
Probabilistic partial least squares model: Identifiability, estimation and application
Said el Bouhaddani, Hae-Won Uh, Caroline Hayward +2
With a rapid increase in volume and complexity of data sets, there is a need for methods that can extract useful information, for example the relationship between two data sets mea…