Research

Methodological Substantive

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Methodological Projects

Causal Inference

Connor T. Jerzak, Ritwik Vashistha, Adel Daoud. Effect Heterogeneity with Earth Observation in Randomized Controlled Trials: Exploring the Role of Data, Model, and Evaluation Metric Choice. ArXiv Preprint, 2024.
@article{jerzak2024effect,
  title={Effect Heterogeneity with Earth Observation in Randomized Controlled Trials: Exploring the Role of Data, Model, and Evaluation Metric Choice},
  author={Jerzak, Connor T. and Ritwik Vashistha and Adel Daoud},
  journal={ArXiv Preprint},
  year={2024},
  volume={},
  pages={},
  publisher={}
}
[Overview]

Connor T. Jerzak, Fredrik Johansson, Adel Daoud. Image-based Treatment Effect Heterogeneity. Proceedings of the Second Conference on Causal Learning and Reasoning (CLeaR), Proceedings of Machine Learning Research (PMLR), 213: 531-552, 2023.
@article{jerzak2023image,
  title={Image-based Treatment Effect Heterogeneity},
  author={Jerzak, Connor T. and Fredrik Johansson and Adel Daoud},
  journal={Proceedings of the Second Conference on Causal Learning and Reasoning (CLeaR), Proceedings of Machine Learning Research (PMLR)},
  year={2023},
  volume={213},
  pages={531-552},
  publisher={}
}

[Overview][Data][Code][Reviews]

Connor T. Jerzak, Fredrik Johansson, Adel Daoud. Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities. ArXiv Preprint, 2023.
@article{jerzak2023integrating,
  title={Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities},
  author={Jerzak, Connor T. and Fredrik Johansson and Adel Daoud},
  journal={ArXiv Preprint},
  year={2023},
  volume={},
  pages={},
  publisher={}
}

[Overview][Data][Code]

Kazuki Sakamoto, Connor T. Jerzak, Adel Daoud. Planetary Causal Inference: Implications for the Geography of Poverty. ArXiv Preprint, 2024.
@article{sakamoto2024planetary,
  title={Planetary Causal Inference: Implications for the Geography of Poverty},
  author={Sakamoto, Kazuki and Connor T. Jerzak and Adel Daoud},
  journal={ArXiv Preprint},
  year={2024},
  volume={},
  pages={},
  publisher={}
}

[Overview][Data]

Adel Daoud, Connor T. Jerzak, Richard Johansson. Conceptualizing Treatment Leakage in Text-based Causal Inference. Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): 5638-5645, 2022.
@article{daoud2022conceptualizing,
  title={Conceptualizing Treatment Leakage in Text-based Causal Inference},
  author={Daoud, Adel and Connor T. Jerzak and Richard Johansson},
  journal={Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)},
  year={2022},
  volume={},
  pages={5638--5645},
  publisher={Association for Computational Linguistics},
  doi={10.18653/v1/2022.naacl-main.413}
}

[Overview]

Connor T. Jerzak, Rebecca Goldstein. Degrees of Randomness in Rerandomization Procedures. ArXiv Preprint, 2023.
@article{jerzak2023degrees,
  title={Degrees of Randomness in Rerandomization Procedures},
  author={Jerzak, Connor T. and Rebecca Goldstein},
  journal={ArXiv Preprint},
  year={2023},
  volume={},
  pages={},
  publisher={}
}

[Overview][Code]

Computational Infrastructure

Connor T. Jerzak, Adel Daoud. CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images. ArXiv Preprint, 2023.
@article{jerzak2023causalimages,
  title={CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images},
  author={Jerzak, Connor T. and Adel Daoud},
  journal={ArXiv Preprint},
  year={2023},
  volume={},
  pages={},
  publisher={}
}

[Overview][Code]

Computational Text Analysis

Nicolas Audinet de Pieuchon, Adel Daoud, Connor T. Jerzak, Moa Johansson, Richard Johansson. Can Large Language Models (or Humans) Disentangle Text?. Proceedings of the Sixth Workshop on Natural Language Processing and Computational Social Science (NLP+ CSS 2024): 57-67, 2024.
@article{pieuchon2024can,
  title={Can Large Language Models (or Humans) Disentangle Text?},
  author={Pieuchon, Nicolas Audinet de and Adel Daoud and Connor T. Jerzak and Moa Johansson and Richard Johansson},
  journal={Proceedings of the Sixth Workshop on Natural Language Processing and Computational Social Science (NLP+ CSS 2024)},
  year={2024},
  pages={57--67},
  publisher={}
}

[Overview][Data][Code]

Brian Libgober, Connor T. Jerzak. Linking Datasets on Organizations Using Half a Billion Open-Collaborated Records. ArXiv Preprint, 2023.
@article{libgober2023linking,
  title={Linking Datasets on Organizations Using Half a Billion Open-Collaborated Records},
  author={Libgober, Brian and Connor T. Jerzak},
  journal={ArXiv Preprint},
  year={2023},
  pages={},
  publisher={}
}

[Overview][Data][Code]

Connor T. Jerzak, Gary King, Anton Strezhnev. An Improved Method of Automated Nonparametric Content Analysis for Social Science. Political Analysis, 31(1): 42-58, 2023.
@article{jerzak2023improved,
  title={An Improved Method of Automated Nonparametric Content Analysis for Social Science},
  author={Jerzak, Connor T. and Gary King and Anton Strezhnev},
  journal={Political Analysis},
  year={2023},
  volume={31},
  number={1},
  pages={42-58},
  publisher={}
}

[Overview][Data][Code]

Substantive Projects

Comparative Politics

John Gerring, Connor T. Jerzak, Robert Moser, Erzen Öncel. Where Minorities are the Majority: Electoral Rules and Ethnic Representation. OSF Preprint, 2024.
@article{gerring2024minorities,
  title={Where Minorities are the Majority: Electoral Rules and Ethnic Representation},
  author={Gerring, John and Connor T. Jerzak and Robert Moser and Erzen Öncel},
  journal={OSF Preprint},
  year={2024},
  volume={},
  number={},
  pages={}
}

[Overview]

John Gerring, Connor T. Jerzak, Erzen Öncel. The Composition of Descriptive Representation. American Political Science Review, 118(2): 784-801, 2024.
@article{gerring2024composition,
  title={The Composition of Descriptive Representation},
  author={Gerring, John and Connor T. Jerzak and Erzen Öncel},
  journal={American Political Science Review},
  year={2024},
  volume={118},
  number={2},
  pages={784-801}
}

[Overview][Data][Code]

Connor T. Jerzak. The EU's Democratic Deficit and Repeated Referendums in Ireland. International Journal of Politics, Culture, and Society, 27(3): 367-388, 2014.
@article{jerzak2014eu's,
  title={The EU's Democratic Deficit and Repeated Referendums in Ireland},
  author={Jerzak, Connor T.},
  journal={International Journal of Politics, Culture, and Society},
  year={2014},
  volume={27},
  number={3},
  pages={367-388}
}

[Overview]

Political Economy

Connor T. Jerzak, Brian Libgober. The Impact of a Transportation Intervention on Electoral Politics: Evidence from E-ZPass. Research in Transportation Economics, 80: 1-14, 2020.
@article{jerzak2020impact,
  title={The Impact of a Transportation Intervention on Electoral Politics: Evidence from E-ZPass},
  author={Jerzak, Connor T. and Brian Libgober},
  journal={Research in Transportation Economics},
  year={2020},
  volume={80},
  pages={1-14},
  publisher={}
}

[Overview][Data][Boston Globe Write-up]

Social Movements

Connor T. Jerzak. Football fandom in Egypt. Routledge Handbook of Sport in the Middle East, pages 196-207, Oxfordshire, UK, 2022. Routledge. Danyel Reiche and Paul Brannagan (eds.)
@inproceedings{jerzak2022football,
  title={Football fandom in Egypt},
  author={Jerzak, Connor T.},
  booktitle={Routledge Handbook of Sport in the Middle East},
  year={2022},
  volume={},
  pages={196-207},
  publisher={Routledge},
  address={Oxfordshire, UK}
}

[Overview]

Connor T. Jerzak. Ultras in Egypt: State, Revolution, and the Power of Public Space. Interface, 5(2): 240-262, 2013.
@article{jerzak2013ultras,
  title={Ultras in Egypt: State, Revolution, and the Power of Public Space},
  author={Jerzak, Connor T.},
  journal={Interface},
  year={2013},
  volume={5},
  number={2},
  pages={240-262}
}

[Overview]

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