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NSAPH-Projects / space

SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding
https://nsaph-projects.github.io/space/
MIT License
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Impute missing covariates? #122

Closed mauriciogtec closed 10 months ago

mauriciogtec commented 10 months ago

Some envs have covariates with missing data. Currently, we will only evaluate the envs that have no missing data, perhaps we should allow to fill in neighboring values, or the column mean, etc?

mauriciogtec commented 10 months ago

Imputation now takes place during env creation.