ArticleJournal of the Royal Statistical Society. Series B, Statistical methodology2020
Causal Isotonic Regression.
Article in Journal of the Royal Statistical Society. Series B, Statistical methodology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
6 citing papers in PubMed.
- A marginal structural model for normal tissue complication probability.Biostatistics (Oxford, England) · 2025Article
- Investigating Symptom Duration Using Current Status Data: A Case Study of Postacute COVID-19 Syndrome.Epidemiology (Cambridge, Mass.) · 2025Article
- A Simple Diagnostic for the Positivity Assumption for Continuous Exposures.Statistics in medicine · 2025Article
- Causal Inference for Continuous Multiple Time Point Interventions.Statistics in medicine · 2024Article
- An approach to nonparametric inference on the causal dose-response function.Journal of causal inference · 2024Article
- Pharmacokinetic serum concentrations of VRC01 correlate with prevention of HIV-1 acquisition.EBioMedicine · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
In observational studies, potential confounders may distort the causal relationship between an exposure and an outcome. However, under some conditions, a causal dose-response curve can be recovered using the
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.