Papers

Please see Research for the overview of my research areas.

Publications

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

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

• "Improving the External Validity of Conjoint Analysis: The Essential Role of Profile Distribution."
  Brandon de la Cuesta, Naoki Egami, and Kosuke Imai
  Political Analysis (Forthcoming; 2020+).
  - Journal Page, Pre-print, R package.

• "Hate Crimes and Gender Imbalances."
  Rafaela Dancygier, Naoki Egami, Amaney Jamal, and Ramona Rischke
  American Journal of Political Science (Forthcoming; 2020+).
  - Journal Page.

• "Competing for Loyalists?: How Party Positioning Affects Populist Radical Right Voting."
  Winston Chou, Rafaela Dancygier, Naoki Egami, and Amaney Jamal
  Comparative Political Studies (Forthcoming, 2020+).
  - Journal Page.

• "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

• "Identification and Estimation of Causal Peer Effects Using Double Negative Controls for Unmeasured Network Confounding."
  Naoki Egami and Eric J. Tchetgen Tchetgen
  - arXiv.

• "Causal Inference in Policy Diffusion Studies: Sensitivity Analysis for Unmeasured Confounding."
  Naoki Egami

• "Identification of Causal Diffusion Effects Under Structural Stationarity."
  Naoki Egami
  - Winner of the Gosnell Prize for Excellence in Political Methodology.
  - arXiv.

• "Elements of External Validity: Framework, Design, and Analysis."
  Naoki Egami and Erin Hartman
  Revise and resubmit at American Political Science Review.
  - SSRN.

• "Using Multiple Pre-treatment Periods to Improve Difference-in-Differences and Staggered Adoption Designs."
  Naoki Egami and Soichiro Yamauchi
  Revise and resubmit at Political Analysis.
  - arXiv.

• "How to Make Causal Inferences Using Texts."
  Naoki Egami, Christian J. Fong, Justin Grimmer, Margaret E. Roberts, and Brandon M. Stewart
  Revise and resubmit at Science Advances.
  - arXiv.

• "Leveraging Population Outcomes to Improve the Generalization of Experimental Results."
  Melody Huang, Naoki Egami, Erin Hartman, and Luke Miratrix
  - arXiv.