Research graph
References from Evaluating large-scale propensity score adjustment when sample size is small. Local targets link to admitted publications; unresolved targets remain external evidence.
Estimation of treatment effects in observational stroke care data: comparison of statistical approaches
10.1186/s12874-022-01590-0 · 2022 · External reference
Current problems and future challenges in randomized clinical trials
10.1161/01.cir.70.5.767 · 1984 · External reference
Case-control study, meta-analysis, and bouillabaisse: putting the calcium antagonist scare into context
10.7326/0003-4819-123-11-199512010-00015 · 1995 · External reference
Confounding and indication for treatment in evaluation of drug treatment for hypertension
10.1136/bmj.315.7116.1151 · 1997 · External reference
An introduction to propensity score methods for reducing the effects of confounding in observational studies
10.1080/00273171.2011.568786 · 2011 · External reference
The methods of comparative effectiveness research
10.1146/annurev-publhealth-031811-124610 · 2012 · External reference
Can propensity score matching replace randomized controlled trials?
10.5662/wjm.v14.i1.90590 · 2024 · External reference
Using meta-analysis and propensity score methods to assess treatment effects toward evidence-based practice in extensive reading
10.3389/fpsyg.2020.00617 · 2020 · External reference
Oversampling and replacement strategies in propensity score matching: a critical review focused on small sample size in clinical settings
10.1186/s12874-021-01454-z · 2021 · External reference
Evaluation of the propensity score methods for estimating marginal odds ratios in case of small sample size
10.1186/1471-2288-12-70 · 2012 · External reference
Evaluating large-scale propensity score performance through real-world and synthetic data experiments
10.1093/ije/dyy120 · 2018 · External reference
Adjusting for indirectly measured confounding using large-scale propensity score
10.1016/j.jbi.2022.104204 · 2022 · External reference
Channeling in the use of nonprescription paracetamol and ibuprofen in an electronic medical records database: evidence and implications
10.1007/s40264-017-0581-7 · 2017 · External reference
Assessing covariate balance with small sample sizes
10.1002/sim.70212 · 2025 · External reference
Interpreting observational studies: why empirical calibration is needed to correct p-values
10.1002/sim.5925 · 2014 · External reference
Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND)
10.1093/jamia/ocaa103 · 2020 · External reference
Health-Analytics Data to Evidence Suite (HADES): open-source software for observational research
2024 · External reference
Validation of a common data model for active safety surveillance research
10.1136/amiajnl-2011-000376 · 2012 · External reference
Objective study validity diagnostics: a framework requiring pre-specified, empirical verification to increase trust in the reliability of real-world evidence
10.1093/jamia/ocae317 · 2025 · External reference
Comprehensive comparative effectiveness and safety of first-line antihypertensive drug classes: a systematic, multinational, large-scale analysis
10.1016/s0140-6736(19)32317-7 · 2019 · External reference
Comparative effectiveness of second-line antihyperglycemic agents for cardiovascular outcomes: a multinational, federated analysis of LEGEND-T2DM
10.1016/j.jacc.2024.05.069 · 2024 · External reference
Empirical confidence interval calibration for population-level effect estimation studies in observational healthcare data
10.1073/pnas.1708282114 · 2018 · External reference
Multiple self-controlled case series for large-scale longitudinal observational databases
10.1111/biom.12078 · 2013 · External reference
Combining cox regressions across a heterogeneous distributed research network facing small and zero counts
10.1177/09622802211060518 · 2022 · External reference
How confident are we about observational findings in healthcare: a Benchmark study
10.1162/99608f92.147cc28e · 2020 · External reference
Incorporating propensity scores for evidence synthesis under Bayesian framework: review and recommendations for clinical studies
10.1080/10543406.2021.1882481 · 2022 · External reference
