Adel Daoud

Full Professor, Linköping University

Joined

November 2021

Names

Adel Daoud (Preferred)

Emails

****@liu.se (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

Linköping University (liu.se)

2026 – Present

Associate Professor

Linköping University (liu.se)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

Connor Thomas Jerzak

Present

Coauthor

Fredrik Johansson

2018 – 2022

Coauthor

Richard Johansson

2018 – 2022

Expertise

causal inference

Present

social sciences

Present

computational social science

Present

global development

Present

Publications

Flow IV: Counterfactual Inference In Nonseparable Outcome Models Using Instrumental Variables
Marc Braun, Jose Peña, Adel Daoud
- CLeaR 2026 Poster
- Readers: Everyone
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs
Fucheng Warren Zhu, Connor Thomas Jerzak, Adel Daoud
- CLeaR 2025 Poster
- Readers: Everyone
Pilot Analysis for: Learning to Encode Multi-level Dynamics in Effect Heterogeneity Estimation
Fucheng Warren Zhu, Connor Thomas Jerzak, Adel Daoud
- CRL@NeurIPS 2024 Poster
- Readers: Everyone
Image-based Treatment Effect Heterogeneity
Connor Thomas Jerzak, Fredrik Daniel Johansson, Adel Daoud
- Published: 17 Mar 2023, Last Modified: 25 May 2023
- CLeaR 2023 Poster
- Readers: Everyone
Conceptualizing Treatment Leakage in Text-based Causal Inference
Connor Thomas Jerzak, Adel Daoud, Richard Johansson
- 20 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

Adel Daoud

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Flow IV: Counterfactual Inference In Nonseparable Outcome Models Using Instrumental Variables

Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs

Pilot Analysis for: Learning to Encode Multi-level Dynamics in Effect Heterogeneity Estimation

Image-based Treatment Effect Heterogeneity

Conceptualizing Treatment Leakage in Text-based Causal Inference

Co-Authors