8 citations · 9 across the 3 of their papers we have counts for
3 papers
Functional principal component analysis for functional data with detection limits
Haiyan Liu, Jeanine Houwing-Duistermaat
When measurements fall below or above a detection threshold, the resulting data are missing not at random (MNAR), posing challenges for statistical analysis. For example, in longit…
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…