Papers

Melody Huang, Naoki Egami, Erin Hartman, Luke Miratrix (2022). Leveraging Population Outcomes to Improve the Generalization of Experimental Results. Accepted AoAS.

Naoki Egami, Erin Hartman (2022). Elements of External Validity: Framework, Design, and Analysis. In APSR.

Erin Hartman, Melody Huang (2022). Sensitivity Analysis for Survey Weights. arXiv.

Sydney Kahmann, Erin Hartman, Jorja Leap, Jeff Brantingham (2022). Impact Evaluation of the LAPD Community Safety Partnership. In AoAS.

Naoki Egami, Erin Hartman (2021). Covariate Selection for Generalizing Experimental Results: Application to a Large-Scale Development Program in Uganda. In JRSS-A.

PDF Project DOI

Erin Hartman (2021). Generalizing Experimental Results. In Advances in Experimental Political Science.

Eli Ben-Michael, Avi Feller, Erin Hartman (2021). Multilevel calibration weighting for survey data. arXiv.

Erin Hartman (2020). Equivalence Testing for Regression Discontinuity Designs. In PA.

PDF Code Project DOI

Devin Caughey, Adam J. Berinsky, Sara Chatfield, Erin Hartman, Eric Schickler, Jasjeet Sekhon (2020). Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias. In Cambridge Elements.

PDF Project DOI

Erin Hartman, Chad Hazlett, Ciara Sterbenz (2020). A kernel balancing approach for reducing specification assumptions in survey weighting. arXiv.

Erin Hartman, Ines Levin (2019). Statistical Advances in Post-Election Ballot Auditing.

Erin Hartman, Ines Levin (2019). Accounting for Complex Survey Designs: Strategies for Post-stratification and Weighting of Internet Surveys. In Oxford Handbook of Electoral Persuasion.

PDF Project DOI

Erin Hartman, F. Daniel Hidalgo (2018). An Equivalence Approach to Balance and Placebo Tests. In AJPS.

PDF Code Project DOI

Devin Caughey, Erin Hartman (2017). Target Selection as Variable Selection: Using the Lasso to Select Auxiliary Vectors for the Construction of Survey Weights.

Elias Dinas, Erin Hartman, Joost van Spanje (2016). Dead Man Walking: The Affective Roots of Issue Proximity Between Voters and Parties. In Pol. Behav..

Erin Hartman, Richard Grieve, Roland Ramsahai, Jasjeet Sekhon (2015). From SATE to PATT: combining experimental with observational studies to estimate population treatment effects. In JRSS-A.

PDF Project DOI