data/experiments/statistical_significance.json

{
  "tau_mean_ci": [
    0.1458,
    0.1209,
    0.1715
  ],
  "tau_median_ci": [
    0.0721,
    0.0416,
    0.0924
  ],
  "s_local_mean_ci": [
    0.196,
    0.1783,
    0.2135
  ],
  "s_local_median_ci": [
    0.1945,
    0.1755,
    0.212
  ],
  "delta_mean_ci": [
    1.6793,
    1.4364,
    1.9339
  ],
  "delta_median_ci": [
    1.003,
    0.868,
    1.285
  ],
  "objective_effect": {
    "cohens_d": 1.63,
    "mann_whitney_p": 4.23e-12,
    "same_obj_mean_ci": [
      0.3138,
      0.2586,
      0.3714
    ],
    "diff_obj_mean_ci": [
      0.0774,
      0.0608,
      0.0951
    ],
    "n_same": 55,
    "n_diff": 135
  },
  "family_effect": {
    "cohens_d": 1.768,
    "mann_whitney_p": 2.44e-07,
    "same_fam_mean_ci": [
      0.4052,
      0.3025,
      0.5101
    ],
    "diff_fam_mean_ci": [
      0.1203,
      0.098,
      0.1438
    ]
  },
  "spearman_delta_tau": {
    "rho": -0.7135,
    "ci_95": [
      -0.7791,
      -0.6316
    ],
    "p_value": 7.3e-31
  },
  "bonferroni_P1_spearman": {
    "raw_p": 7.3e-31,
    "corrected_p": 3.65e-30
  },
  "bonferroni_P4_objective": {
    "raw_p": 4.23e-12,
    "corrected_p": 2.11e-11
  },
  "bonferroni_P4_family": {
    "raw_p": 2.44e-07,
    "corrected_p": 1.22e-06
  },
  "op1_r2_ci": [
    0.9237,
    0.8468,
    0.9866
  ]
}