366 citations
- University of OsloNO44 papers
- Norwegian University of Science and TechnologyNO15 papers
- SINTEFNO4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Joanneum ResearchAT3 papers
- Norwegian University of Life SciencesNO3 papers
- OsloMet – Oslo Metropolitan UniversityNO3 papers
- St Olav's University HospitalNO3 papers
- UiT The Arctic University of NorwayNO3 papers
- University of AmsterdamNL3 papers
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8 papers · 1 filter
An ADMM approach for multi-response regression with overlapping groups and interaction effects
Theophilus Quachie Asenso, Manuela Zucknick
In this paper, we consider the regularized multi-response regression problem where there exists some structural relation within the responses and also between the covariates and a…
Longitudinal modeling of age-dependent latent traits with generalized additive latent and mixed models
Øystein Sørensen, Anders M. Fjell, Kristine B. Walhovd
We present generalized additive latent and mixed models (GALAMMs) for analysis of clustered data with responses and latent variables depending smoothly on observed variables. A sca…
Multivariate Bayesian structured variable selection for pharmacogenomic studies
Zhi Zhao, Marco Banterle, Alex Lewin +1
Precision cancer medicine aims to determine the optimal treatment for each patient. In-vitro cancer drug sensitivity screens combined with multi-omics characterization of the cance…
Diverse personalized recommendations with uncertainty from implicit preference data with the Bayesian Mallows Model
Qinghua Liu, Andrew Henry Reiner, Arnoldo Frigessi +1
Clicking data, which exists in abundance and contains objective user preference information, is widely used to produce personalized recommendations in web-based applications. Curre…
Estimating the treatment effect on the treated under time-dependent confounding in an application to the Swiss HIV Cohort Study
J. M. Gran, R. Hoff, K. Røysland +3
When comparing time-varying treatments in a non-randomised setting, one must often correct for time-dependent confounders that influence treatment choice over time and that are the…
Efficient and powerful familywise error control in genome-wide association studies using generalized linear models
K. K. Halle, Ø. Bakke, S. Djurovic +5
In genetic association studies, detecting phenotype-genotype association is a primary goal. We assume that the relationship between the data -phenotype, genetic markers and environ…