Evaluating Digital Agriculture Recommendations with Causal Inference

no code implementations • 30 Nov 2022 • Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis

To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators (e. g., yield in this case).

Causal Inference

Evaluating Digital Tools for Sustainable Agriculture using Causal Inference

no code implementations • 6 Nov 2022 • Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis

To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators.

Causal Inference