ArticleJournal of statistical software2017
simcausal R Package: Conducting Transparent and Reproducible Simulation Studies of Causal Effect Estimation with Complex Longitudinal Data.
Article in Journal of statistical software, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed.
- Recoverability of causal effects under presence of missing data: a longitudinal case study.Biostatistics (Oxford, England) · 2025Article
- Modeling Versus Balancing Approaches to Addressing Instrumental Variables in Weighting: A Comparison of the Outcome-Adaptive Lasso, Stable Balancing Weighting, and Stable Confounder Selection.Pharmacoepidemiology and drug safety · 2025Article
- Robust evaluation of longitudinal surrogate markers with censored data.Journal of the Royal Statistical Society. Series B, Statistical methodology · 2025Article
- Exploring the potential and limitations of deep learning and explainable AI for longitudinal life course analysis.BMC public health · 2025Article
- Causal Inference in Presence of Intra-Patient Correlation due to Repeated Measurements of Exposure and Outcome in Longitudinal Settings.Statistics in medicine · 2025Article
- Impute the missing data by combining retrieved dropouts and return to baseline method.PloS one · 2025Article
- Practice Patterns and Outcomes Associated With Anticoagulation Use Following Sepsis Hospitalizations With New-Onset Atrial Fibrillation.Circulation. Cardiovascular quality and outcomes · 2023Observational
- Article
- Using compartmental models to simulate directed acyclic graphs to explore competing causal mechanisms underlying epidemiological study data.Journal of the Royal Society, Interface · 2020Article
- The role of causal inference in health services research II: a framework for causal inference.International journal of public health · 2020Article
- Optimizing matching and analysis combinations for estimating causal effects.Scientific reports · 2016Article
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
The
Indexed as
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.