Phillip Alexander Heiler

News:

Michael Knaus and I have a new working paper "Heterogeneity Analysis with Heterogeneous Treatments". https://arxiv.org/abs/2507.01517
Our paper on Dealing with regression models’ endogeneity by means of an adjusted estimator for the Gaussian copula approach is now published in the Journal of the Academy of Marketing Sciences https://link.springer.com/article/10.1007/s11747-024-01055-4

I am an Associate Professor at Aarhus University at the Department of Economics and Business Economics. I am also affiliated with the TrygFonden's Centre for Child Research.

My main research interests are econometrics of causal inference, causal machine learning, model averaging, non- and semiparametric econometrics, and partial identification. In particular, my work centers around questions of heterogeneity and how these affect the modelling process and our understanding of causal relationships that drive empirical phenomena.

Contact: pheiler(at)econ.au.dk

Older news:

(26/07/2024) I have a new version 0.1.3 of my R package HeterogeneousBounds for the paper "Heterogeneous Treatment Effect Bounds under Sample Selection with an Application to the Effects of Social Media on Political Polarization" (Journal of Econometrics, forthcoming). Code and replication notebook can be found under Packages and Code.
Academic Year 2023/2024: I am currently Visiting Associate Professor at the Department of Economics at Harvard University. If you are in in the area and would like to meet, feel free to reach out to me.
(19/01/2022) I have a new version 0.1.2 of my R package HeterogeneousBounds for the paper "Heterogeneous Treatment Effect Bounds under Sample Selection with an Application to the Effects of Social Media on Political Polarization". Code and replication notebook can be found under Packages and Code.
We have a new paper on arXiv: https://arxiv.org/abs/2308.04963: A Guide to Impact Evaluation under Sample Selection and Missing Data: Teacher's Aides and Adolescent Mental Health

(29/11/2022) I have a new version of my Paper "Heterogeneous Treatment Effect Bounds under Sample Selection with an Application to the Effects of Social Media on Political Polarization" on arXiv: https://arxiv.org/abs/2209.04329. The related R-package HeterogeneousBounds and replication notebook can be found under Packages and Code.
I have a first version of my new paper on Bounds for Heterogeneous Effects in Sample Selection Models on arXiv: https://arxiv.org/abs/2209.04329
Michael Knaus and I have a new version of our paper on Decomposing Effect and Treatment Heterogeneity on arXiv: https://arxiv.org/abs/2110.01427

Page updated

Google Sites

Report abuse