|
--- |
|
license: mit |
|
--- |
|
|
|
**Replication Data for:** Image-based Treatment Effect Heterogeneity |
|
|
|
**Details:** UgandaDataProcessed.csv contains individual-level data from the YOP experiment. In the dataset, geo_long and geo_lat refer to the approximate geo-referenced long/lat of experimental units. The variable, geo_long_lat_key, refers to the image key associated with each location. Experimental outcomes are stored in Yobs. Treatment variable is stored in Wobs. See the tutorial for more information. |
|
|
|
UgandaGeoKeyMat.csv contains information on keys linking to satellite images for all of Uganda for the transportability analysis. |
|
|
|
Geo-referenced satellite images are saved in "./Uganda2000_processed/GeoKey%s_BAND%s.csv", where GeoKey%s denotes the image key associated with each observation and BAND%s refers to one of 3 bands in the satellite imagery. |
|
|
|
**Paper Reference:** Connor T. Jerzak, Fredrik D. Johansson, Adel Daoud Proceedings of the Second Conference on Causal Learning and Reasoning, PMLR 213:531-552, 2023. [[PDF]](https://proceedings.mlr.press/v213/jerzak23a/jerzak23a.pdf) |
|
|
|
**Code Link:** https://github.com/cjerzak/causalimages-software |
|
|
|
[<img src="https://i0.wp.com/connorjerzak.com/wp-content/uploads/2024/08/EO_WorkflowVizV52.png?resize=1187%2C1536&ssl=1">](https://connorjerzak.com/gci-overview/) |
|
|