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M. Knaus

5 papers hereh-index 7418 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2
  • middle author1
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • econ.EM5

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedMachine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence

106 citations · 280 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

econ.EM2021★ 1 cited

Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments

Phillip Heiler, Michael C. Knaus

Binary treatments are often ex-post aggregates of multiple treatments or can be disaggregated into multiple treatment versions. Thus, effects can be heterogeneous due to either eff…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.