Adaptive-TMLE for the average treatment effect based on randomized controlled trial augmented with real-world data

Mark J. van der Laan, Sky Qiu, Jens M. Tarp, Lars W. P. van der Laan
ISSN / E-ISSN
— / —
DOI
10.1515/jci-2024-0025 ↗
Volume · Issue · Pages
14 · 1 · —
Publisher
Walter de Gruyter GmbH
Article URL
https://doi.org/10.1515/jci-2024-0025 ↗
Article details
Unverified
Publication date (each date has its type and source)
01 Jan 2026
OpenAlex publication date · source: OpenAlex
Dates on record for this article
TypeDateSource
OpenAlex publication date01 Jan 2026 OpenAlex

Keywords (as given): average treatment effect; real-world data; randomized controlled trials; super efficiency; Optum Clinformatics Data Mart; asymptotic normality; n-consistency

HEC Status at Publication Not the journal's current status

HEC Status at PublicationNot conclusive
Best available information, not a definitive status: Some rows of the HEC list for this period are not yet matched to a journal, so absence cannot be proved. Pending verification.
Journal
Journal of Causal Inference
Publication date used
01 Jan 2026 (OpenAlex publication date)
Applicable HEC period
2024–25 (version 1) · 01 Oct 2024 – 31 Mar 2026
Category
—
Recognition status
Pending Verification (PERIOD_HAS_UNMATCHED_ROWS)
Source
—
Verification status
Unverified
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