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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 2022Show all

1 paper · 1 filter

econ.EM2022★ 2 cited

On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models

Federico Crudu, Michael C. Knaus, Giovanni Mellace +1

Many econometrics textbooks imply that under mean independence of the regressors and the error term, the OLS parameters have a causal interpretation. We show that even when this as…

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