8 citations · 9 across the 2 of their papers we have counts for
3 papers · 1 filter
Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure
Francesca E. D. Raimondi, Tadhg O'Keeffe, Hana Chockler +6
We describe the results of applying causal discovery methods on the data from a multi-site clinical trial, on the Treatment of Preserved Cardiac Function Heart Failure with an Aldo…
Data Generating Process to Evaluate Causal Discovery Techniques for Time Series Data
Andrew R. Lawrence, Marcus Kaiser, Rui Sampaio +1
Going beyond correlations, the understanding and identification of causal relationships in observational time series, an important subfield of Causal Discovery, poses a major chall…
Unsuitability of NOTEARS for Causal Graph Discovery
Marcus Kaiser, Maksim Sipos
Causal Discovery methods aim to identify a DAG structure that represents causal relationships from observational data. In this article, we stress that it is important to test such…