3 papers
stat.ME2024
Inferring High-Dimensional Dynamic Networks Changing with Multiple Covariates
Louis Dijkstra, Arne Godt, Ronja Foraita
High-dimensional networks play a key role in understanding complex relationships. These relationships are often dynamic in nature and can change with multiple external factors (e.g…
stat.ME2024
An Alternating Direction Method of Multipliers Algorithm for the Weighted Fused LASSO Signal Approximator
Louis Dijkstra, Moritz Hanke, Niklas Koenen +1
We present an Alternating Direction Method of Multipliers (ADMM) algorithm designed to solve the Weighted Generalized Fused LASSO Signal Approximator (wFLSA). First, we show that w…
stat.ME2024
An Exposure Model Framework for Signal Detection based on Electronic Healthcare Data
Louis Dijkstra, Tania Schink, Ronja Foraita
Despite extensive safety assessments of drugs prior to their introduction to the market, certain adverse drug reactions (ADRs) remain undetected. The primary objective of pharmacov…