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Estimating treatment effects with machine learning

Research article (Health Services Research, 2019) · cited 47× · AI/ML
Creative Work Academia

Facts

4 properties
Instance of
scholarly article[2]
Publication date
October 10, 2019as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
Published in
Health Services Researchas of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
Title
Estimating treatment effects with machine learningas of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
🔖 Identifiers · 3
OpenAlex ID
W2979411183as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
DOI
10.1111/1475-6773.13212as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
PubMed publication ID
31602641as of 2026-09-23
where from?
Source
OpenAlex
Edition
20260923 · as of 2026-09-23
Bronze
not in the catalog
Transform
4ort-mint · openalex:20260923 · version not recorded
📚 Sources · 1

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📜 Data licence
Source: OpenAlex (openalex.org), snapshot of 2026-09-23. CC0 1.0 Universal. CC0 1.0 Universal · OpenAlex
🔗 Connections
Authored by 1
Stephan Lindner
← Author of 1
Stephan Lindner
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Summary

Estimating treatment effects with machine learning is a scholarly article[1].

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). Estimating treatment effects with machine learning. Retrieved October 19, 2026, from https://4ort.xyz/entity/estimating-treatment-effects-with-machine-learning
MLA “Estimating treatment effects with machine learning.” 4ort.xyz Knowledge Graph, 4ort.xyz, 19 Oct. 2026, https://4ort.xyz/entity/estimating-treatment-effects-with-machine-learning.
BibTeX @misc{4ortxyz_estimating-treatment-effects-with-machine-learning_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Estimating treatment effects with machine learning}}, year = {2026}, url = {https://4ort.xyz/entity/estimating-treatment-effects-with-machine-learning}, note = {Accessed: 2026-10-19}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Estimating treatment effects with machine learning — https://4ort.xyz/entity/estimating-treatment-effects-with-machine-learning (retrieved 2026-10-19)

Canonical URL: https://4ort.xyz/entity/estimating-treatment-effects-with-machine-learning · Last refreshed: