I have been very lucky to work with a lot of amazing students. Here are some resulting publications:
- Mishler A, Kennedy EH. Fairness in risk assessment instruments: post-processing to achieve counterfactual equalized odds. Proceedings of the ACM Conference on Fairness, Accountability, and Transparency (FAccT 2021). arxiv.org/abs/2009.02841
- Coston A, Kennedy EH, Chouldechova A. Counterfactual predictions under runtime confounding. Proceedings of the Conference on Neural Information Processing Systems (NeurIPS 2020). arxiv.org/abs/2006.16916
- Kim K, Kennedy EH, Wasserman LA. Causal clustering.
- won WNAR Most Outstanding Student Paper Award in 2020 - Bonvini M, Kennedy EH. Sensitivity analysis via the proportion of unmeasured confounding. Journal of the American Statistical Association. arxiv.org/abs/1912.02793
- won JSM Student Paper Award (Statistics in Epidemiology Section) in 2020 - Coston A, Mishler A, Kennedy EH, Chouldechova A. Counterfactual risk assessments, evaluation, and fairness. Proceedings of the ACM Conference on Fairness, Accountability, and Transparency (FAT* 2020). arxiv.org/abs/1909.00066
- Kim K, Kennedy EH, Naimi AI. Incremental intervention effects in studies with many timepoints, repeated outcomes, and dropout. arxiv.org/abs/1907.04004
- won JSM Student Paper Award (Nonparametric Statistics Section) in 2020 - Mauro JA, Kennedy EH, Nagin D. Instrumental variable methods using dynamic interventions. Journal of the Royal Statistical Society: Series A. arxiv.org/abs/1811.01301
- won JSM Student Paper Award (Government, Survey Research, and Social Statistics Section) in 2018 - Cuellar M, Kennedy EH. A nonparametric projection-based estimator for the probability of causation, with application to water sanitation in Kenya. Journal of the Royal Statistical Society: Series A. arxiv.org/abs/1810.00767
- won JSM Student Paper Award (Breslow Prize, Statistics in Epidemiology Section) in 2018 - Kim K, Kim J, Kennedy EH. Causal effects based on distributional distances. arxiv.org/abs/1806.02935