DoubleML/multimodal_confounding

Dataset Card Semi-synthetic dataset with multimodal confounding. The dataset is generated according to the description in DoubleMLDeep: Estimation of Causal Effects with Multimodal Data. Dataset Details Dataset Description & Usage The dataset is a semi-synthetic dataset as a benchmark for treatment effect estimation with multimodal confounding. The outcome variable Y is generated according to a partially linear model Y=θ0D1+g1(X)+ε Y = \theta_0 D_1… See the full description on the dataset page: https://huggingface.co/datasets/DoubleML/multimodal_confounding.