Papers

Please see Research for the overview of my research areas.

Publications

1. "Identification and Estimation of Causal Peer Effects Using Double Negative Controls for Unmeasured Network Confounding."
   Naoki Egami and Eric J. Tchetgen Tchetgen
   Journal of the Royal Statistical Society: Series B (Statistical Methodology) (Forthcoming)
   - Winner of the Best Conference Paper Award in Political Networks.
   [Journal Page] [Appendix] [arXiv]

2. "Identification of Causal Diffusion Effects Using Placebo Outcomes Under Structural Stationarity."
   Naoki Egami
   Journal of the Royal Statistical Society: Series A (Statistics in Society) (Forthcoming)
   - Winner of the Gosnell Prize for Excellence in Political Methodology.
   [Journal Page] [Pre-print] [arXiv]

3. "Elements of External Validity: Framework, Design, and Analysis."
   Naoki Egami and Erin Hartman
   American Political Science Review (2023)
   [Journal Page] [Pre-print] [SSRN]

4. "Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models."
   Naoki Egami, Musashi Hinck, Brandon M. Stewart, and Hanying Wei
   Advances in Neural Information Processing Systems (NeurIPS) (2023)
   [arXiv] [Appendix]
   We are currently developing a software package. If you are interested, please fill out this form such that we can email you the package when it is ready! Thank you for your interest.
   

5. "Leveraging Population Outcomes to Improve the Generalization of Experimental Results."
   Melody Huang, Naoki Egami, Erin Hartman, and Luke Miratrix
   Annals of Applied Statistics (2023)
   [Journal Page] [arXiv]

6. "Using Multiple Pre-treatment Periods to Improve Difference-in-Differences and Staggered Adoption Designs."
   Naoki Egami and Soichiro Yamauchi
   Political Analysis (2023)
   [Journal Page] [Pre-print] [arXiv] [R package]

7. "How to Make Causal Inferences Using Texts."
   Naoki Egami, Christian J. Fong, Justin Grimmer, Margaret E. Roberts, and Brandon M. Stewart
   Science Advances (2022)
   [Journal Page with a commentary from Sridhar and Blei] [arXiv]

8. "Improving the External Validity of Conjoint Analysis: The Essential Role of Profile Distribution."
   Brandon de la Cuesta, Naoki Egami, and Kosuke Imai
   Political Analysis (2022)
   [Journal Page] [Pre-print] [R package]

9. "Hate Crimes and Gender Imbalances."
   Rafaela Dancygier, Naoki Egami, Amaney Jamal, and Ramona Rischke
   American Journal of Political Science (2022)
   [Journal Page]

10. "Covariate Selection for Generalizing Experimental Results: Application to A Large-Scale Development Program in Uganda."
    Naoki Egami and Erin Hartman
    Journal of the Royal Statistical Society: Series A (Statistics in Society) (2021)
    [Journal Page] [Pre-print] [arXiv]

11. "Spillover Effects in the Presence of Unobserved Networks."
    Naoki Egami
    Political Analysis (2021)
    - Winner of the John T. Williams Dissertation Prize.
    [Journal Page] [arXiv]

12. "Competing for Loyalists?: How Party Positioning Affects Populist Radical Right Voting."
    Winston Chou, Rafaela Dancygier, Naoki Egami, and Amaney Jamal
    Comparative Political Studies (2021)
    [Journal Page]

13. "Causal Interaction in Factorial Experiments: Application to Conjoint Analysis."
    Naoki Egami and Kosuke Imai
    Journal of the American Statistical Association (2019)
    [Journal Page] [R package]

Selected Working Papers

1. "Designing Multi-Site Studies for External Validity: Site Selection via Synthetic Purposive Sampling."
   Naoki Egami and Diana Da In Lee
   [R package]

2. "Quantifying Robustness to External Validity Bias."
   Martin Devaux and Naoki Egami
   [R package]