遇见数据集

CausalEM Grid Search Results - ACIC 2016 & 2017 Benchmarks

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Zenodo2026-01-30 更新2026-05-26 收录
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Grid search for default parameters (matching caliper and scale) for the CausalEM package, supporting the Journal of Statistical Software manuscript 'CausalEM: A Python Package for Causal Inference using Ensemble Matching'. Contains results from a 6x6 grid search over matching_scale and matching_caliper parameters, evaluated on ACIC 2016: 7,700 simulated datasets (77 DGPs x 100 seeds) ACIC 2017: 8,000 simulated datasets (32 DGPs x 250 sims) Each configuration includes detailed per-dataset results, aggregated metrics (bias, RMSE), and execution metadata. Verification: SHA256: 8fca20f08d513b86e178e90d38fa0f8e449c255214723655c41abd96f034e4b4

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Zenodo
创建时间:
2026-01-30
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