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Cited by
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Since 2019
Citations
81
79
h-index
4
4
i10-index
3
3
0
46
23
2018
2019
2020
2021
2022
2023
2024
1
1
1
3
21
45
8
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Co-authors
Ekaterina Kazak
Lecturer, Department of Economics, University of Manchester
Verified email at manchester.ac.uk
Michael C. Knaus
University of Tübingen
Verified email at uni-tuebingen.de
Jana Mareckova
Assistant Professor in Econometrics, University of St. Gallen
Verified email at unisg.ch
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Phillip Heiler
Associate Professor, Aarhus BSS
Verified email at econ.au.dk
Econometrics
Causal Inference
Machine Learning
Articles
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Year
Effect or treatment heterogeneity? Policy evaluation with aggregated and disaggregated treatments
P Heiler, MC Knaus
arXiv preprint arXiv:2110.01427
, 2021
39
2021
Valid inference for treatment effect parameters under irregular identification and many extreme propensity scores
P Heiler, E Kazak
Journal of Econometrics 222 (2), 1083-1108
, 2021
18
2021
Efficient covariate balancing for the local average treatment effect
P Heiler
Journal of Business & Economic Statistics 40 (4), 1569-1582
, 2022
13
2022
Shrinkage for categorical regressors
P Heiler, J Mareckova
Journal of Econometrics 223 (1), 161-189
, 2021
7
2021
Heterogeneous treatment effect bounds under sample selection with an application to the effects of social media on political polarization
P Heiler
arXiv preprint arxiv.2209.04329
, 2022
2
2022
Improving on the Estimation of Treatment Effects in Small Samples
P Heiler
Verlag nicht ermittelbar
, 2014
2
2014
A Guide to Impact Evaluation under Sample Selection and Missing Data: Teacher's Aides and Adolescent Mental Health
SC Andersen, L Beuchert, P Heiler, HS Nielsen
arXiv preprint arXiv:2308.04963
, 2023
2023
Three Essays on Statistical Inference and Estimation for Heterogeneous Causal Effects in Economics
PA Heiler
2019
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