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- synthetic/repeats/random_idx0.parquet +3 -0
- synthetic/repeats/random_idx1.parquet +3 -0
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- synthetic/setups/OBS-NoPos__Scenario_E__dataset.parquet +3 -0
- synthetic/setups/OBS-NoPos__Scenario_E__meta.json +1 -0
synthetic/repeats/random_idx0.parquet
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{"summary": {"censoring_rate": 0.11580000000000001, "treatment_rate": 0.50288, "event_time_min": 1.572616577566301e-10, "event_time_25pct": 0.02785232905009707, "event_time_median": 0.171087765901413, "event_time_75pct": 0.7376963806187335, "event_time_max": 114.26970362205151, "event_time_mean": 0.9577137715212123, "event_time_std": 2.827344054158924, "censoring_time_min": 9.700078995846426e-05, "censoring_time_median": 5.335558382040822, "censoring_time_max": 106.50213280565941, "censoring_time_mean": 8.172224103682755, "censoring_time_std": 8.680482706071864, "ate": 0.1634411578102904, "cate_min": -80.5517567270787, "cate_median": -8.77738203460376e-05, "cate_max": 116.22756081705855}, "metadata": {"dataset_name": "OBS-CPS-IC_Scenario_A", "scenario": "A", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": true, "informative_censoring": true, "random_state": 2025, "propensity_type": "e(X)", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "Cox", "info_censor_baseline": 0.1, "info_censor_alpha": 0.05, "treatment_proportion": 0.50288, "censoring_rate": 0.11580000000000001}}
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{"summary": {"censoring_rate": 0.05156000000000005, "treatment_rate": 0.50288, "event_time_min": 0.0019116310183997188, "event_time_25pct": 0.09477915977774595, "event_time_median": 0.20241735184350682, "event_time_75pct": 0.43386662763797085, "event_time_max": 21.857791451654695, "event_time_mean": 0.38218344121583725, "event_time_std": 0.6064601288095841, "censoring_time_min": 1.0980910087514002e-05, "censoring_time_median": 5.938426462368817, "censoring_time_max": 90.46418860062842, "censoring_time_mean": 8.691896819532555, "censoring_time_std": 8.817876086938636, "ate": 0.12496934092222406, "cate_min": -16.622922401979416, "cate_median": 0.03721858198186748, "cate_max": 21.7939593105699}, "metadata": {"dataset_name": "OBS-CPS-IC_Scenario_B", "scenario": "B", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": true, "informative_censoring": true, "random_state": 2025, "propensity_type": "e(X)", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "AFT", "info_censor_baseline": 0.1, "info_censor_alpha": 0.05, "treatment_proportion": 0.50288, "censoring_rate": 0.05156000000000005}}
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synthetic/setups/OBS-CPS-IC__Scenario_C__dataset.parquet
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{"summary": {"censoring_rate": 0.8846, "treatment_rate": 0.50288, "event_time_min": 0, "event_time_25pct": 5.0, "event_time_median": 7.0, "event_time_75pct": 9.0, "event_time_max": 22, "event_time_mean": 7.15016, "event_time_std": 2.7361143435233144, "censoring_time_min": 9.91251662433153e-06, "censoring_time_median": 1.5601229904197966, "censoring_time_max": 55.22824061060265, "censoring_time_mean": 2.417323083900831, "censoring_time_std": 2.7103459704892527, "ate": 0.74996, "cate_min": -16, "cate_median": 1.0, "cate_max": 20}, "metadata": {"dataset_name": "OBS-CPS-IC_Scenario_C", "scenario": "C", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": true, "informative_censoring": true, "random_state": 2025, "propensity_type": "e(X)", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "Poisson", "info_censor_baseline": 0.1, "info_censor_alpha": 0.05, "treatment_proportion": 0.50288, "censoring_rate": 0.8846}}
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{"summary": {"censoring_rate": 0.36573999999999995, "treatment_rate": 0.50288, "event_time_min": 0.013665746530379956, "event_time_25pct": 0.7402928063779414, "event_time_median": 1.577355426417093, "event_time_75pct": 3.3568205454604674, "event_time_max": 151.24969495958962, "event_time_mean": 2.955954862723052, "event_time_std": 4.646273535301048, "censoring_time_min": 6.396557824518149e-06, "censoring_time_median": 3.3435313815029106, "censoring_time_max": 76.38603070634426, "censoring_time_mean": 5.476772671711132, "censoring_time_std": 6.286092066604883, "ate": 0.7239249538138898, "cate_min": -122.2348451499183, "cate_median": 0.09628309015546643, "cate_max": 150.78824126127014}, "metadata": {"dataset_name": "OBS-CPS-IC_Scenario_D", "scenario": "D", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": true, "informative_censoring": true, "random_state": 2025, "propensity_type": "e(X)", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "AFT", "info_censor_baseline": 0.1, "info_censor_alpha": 0.05, "treatment_proportion": 0.50288, "censoring_rate": 0.36573999999999995}}
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{"summary": {"censoring_rate": 0.92562, "treatment_rate": 0.50288, "event_time_min": 0, "event_time_25pct": 6.0, "event_time_median": 8.0, "event_time_75pct": 10.0, "event_time_max": 23, "event_time_mean": 8.13456, "event_time_std": 2.9133731929272684, "censoring_time_min": 1.6986562862354608e-05, "censoring_time_median": 1.4010662543823837, "censoring_time_max": 51.05380122560758, "censoring_time_mean": 2.156665998067687, "censoring_time_std": 2.4041589621332338, "ate": 0.7537, "cate_min": -18, "cate_median": 1.0, "cate_max": 20}, "metadata": {"dataset_name": "OBS-CPS-IC_Scenario_E", "scenario": "E", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": true, "informative_censoring": true, "random_state": 2025, "propensity_type": "e(X)", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "Poisson", "info_censor_baseline": 0.1, "info_censor_alpha": 0.05, "treatment_proportion": 0.50288, "censoring_rate": 0.92562}}
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{"summary": {"censoring_rate": 0.20140000000000002, "treatment_rate": 0.50288, "event_time_min": 1.572616577566301e-10, "event_time_25pct": 0.02785232905009707, "event_time_median": 0.171087765901413, "event_time_75pct": 0.7376963806187335, "event_time_max": 114.26970362205151, "event_time_mean": 0.9577137715212123, "event_time_std": 2.827344054158924, "censoring_time_min": 7.479461987258684e-05, "censoring_time_median": 1.4973416658085228, "censoring_time_max": 2.9999323915443328, "censoring_time_mean": 1.4983175482276327, "censoring_time_std": 0.8639638174514388, "ate": 0.1634411578102904, "cate_min": -80.5517567270787, "cate_median": -8.77738203460376e-05, "cate_max": 116.22756081705855}, "metadata": {"dataset_name": "OBS-CPS_Scenario_A", "scenario": "A", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": true, "informative_censoring": false, "random_state": 2025, "propensity_type": "e(X)", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "Cox", "treatment_proportion": 0.50288, "censoring_rate": 0.20140000000000002}}
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{"summary": {"censoring_rate": 0.06630000000000003, "treatment_rate": 0.50288, "event_time_min": 0.0019116310183997188, "event_time_25pct": 0.09477915977774595, "event_time_median": 0.20241735184350682, "event_time_75pct": 0.43386662763797085, "event_time_max": 21.857791451654695, "event_time_mean": 0.38218344121583725, "event_time_std": 0.6064601288095841, "censoring_time_min": 0.00833348573303833, "censoring_time_median": 1.582783039266877, "censoring_time_max": 8.409795943722894, "censoring_time_mean": 1.8278992999438146, "censoring_time_std": 1.164730010682569, "ate": 0.12496934092222406, "cate_min": -16.622922401979416, "cate_median": 0.03721858198186748, "cate_max": 21.7939593105699}, "metadata": {"dataset_name": "OBS-CPS_Scenario_B", "scenario": "B", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": true, "informative_censoring": false, "random_state": 2025, "propensity_type": "e(X)", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "AFT", "treatment_proportion": 0.50288, "censoring_rate": 0.06630000000000003}}
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| 1 |
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{"summary": {"censoring_rate": 0.8034, "treatment_rate": 0.50004, "event_time_min": 0, "event_time_25pct": 6.0, "event_time_median": 8.0, "event_time_75pct": 10.0, "event_time_max": 23, "event_time_mean": 8.33718, "event_time_std": 2.966375841883949, "censoring_time_min": 0, "censoring_time_median": 5.0, "censoring_time_max": 17, "censoring_time_mean": 4.72428, "censoring_time_std": 2.2275542017096757, "ate": 0.7537, "cate_min": -18, "cate_median": 1.0, "cate_max": 20}, "metadata": {"dataset_name": "OBS-NoPos_Scenario_E", "scenario": "E", "n_samples": 50000, "n_features": 5, "RCT": false, "unobserved": false, "overlap": false, "informative_censoring": false, "random_state": 2025, "propensity_type": "e(X)_no_overlap", "propensity_params": {"beta_a": 2, "beta_b": 4}, "T_distribution": "Poisson", "treatment_proportion": 0.50004, "censoring_rate": 0.8034}}
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