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资源简介：
causal soler benchmark v2
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创建时间：
2022-11-17
相关数据集
Adjusted logistic model with propensity score matching data.
Adjusted logistic model with propensity score matching data.
NIAID Data Ecosystem90
"Code and Data for the manuscript entitled Benchmarking Causal Discovery: Ground Truth and Interventional Validation"
"Most causal discovery benchmarks rely solely on consensus ground truth, leaving their ability to recover true causal mechanisms unclear. Using the Sachs protein signaling network, we benchmarked six
DataCite Commons2026-04-16 更新50
Estimated direct effects, indirect effects and total effects of exogenous and endogenous variable on CS delivery.
Estimated direct effects, indirect effects and total effects of exogenous and endogenous variable on CS delivery.
NIAID Data Ecosystem20
Assessing the commonly used assumptions in estimating the principal causal effect in clinical trials
In clinical trials, it is often of interest to understand the principal causal effect (PCE), the average treatment effect for a principal stratum (a subset of patients defined by the potential outcome
DataCite Commons2023-02-14 更新70
DeepMR estimates causal effects (CE) accurately with high coverage.
Accuracy is R2. Local corresponds to CEs for individual regions, global for the meta-analysis mean. For global CE accuracy and coverage the first value comes from using MR-Egger and the second from th
NIAID Data Ecosystem40
