SabaPivot/repro-semiknockoffs-artifacts / outputs /claim5b_derandomization.json
SabaPivot's picture
download
raw
6.16 kB
{
"seed0": 20260725,
"setting": "masked correlation (Figure 5), NN black box",
"permutation_grid": [
1,
2,
5,
10,
20
],
"n50": {
"n": 50,
"p": 50,
"replicates": 100,
"alpha": 0.05,
"seconds": 18.8,
"perm1": {
"power": 0.22,
"power_se": 0.04163331998932266,
"type_I": 0.05897959183673469,
"type_I_se": 0.0037360955000149214
},
"perm2": {
"power": 0.34,
"power_se": 0.04760952285695234,
"type_I": 0.07224489795918367,
"type_I_se": 0.003960477700405946,
"paired_gain_over_perm1": 0.12,
"paired_gain_pvalue": 0.013556758919315062
},
"perm5": {
"power": 0.46,
"power_se": 0.05009082659620331,
"type_I": 0.09448979591836734,
"type_I_se": 0.004259720327742386,
"paired_gain_over_perm1": 0.24,
"paired_gain_pvalue": 9.803616836663744e-06
},
"perm10": {
"power": 0.56,
"power_se": 0.049888765156985884,
"type_I": 0.13428571428571429,
"type_I_se": 0.005206556781811536,
"paired_gain_over_perm1": 0.34,
"paired_gain_pvalue": 6.532315005255463e-10
},
"perm20": {
"power": 0.6,
"power_se": 0.0492365963917331,
"type_I": 0.1804081632653061,
"type_I_se": 0.0064972866459717836,
"paired_gain_over_perm1": 0.38,
"paired_gain_pvalue": 3.0849981325926097e-11
}
},
"n75": {
"n": 75,
"p": 50,
"replicates": 100,
"alpha": 0.05,
"seconds": 6.6,
"perm1": {
"power": 0.58,
"power_se": 0.04960449637488583,
"type_I": 0.05346938775510205,
"type_I_se": 0.0031746326234756254
},
"perm2": {
"power": 0.77,
"power_se": 0.04229525846816507,
"type_I": 0.06183673469387754,
"type_I_se": 0.0038965995895563774,
"paired_gain_over_perm1": 0.19,
"paired_gain_pvalue": 0.0019799266010585227
},
"perm5": {
"power": 0.94,
"power_se": 0.023868325657594204,
"type_I": 0.09285714285714286,
"type_I_se": 0.004247059928646879,
"paired_gain_over_perm1": 0.36,
"paired_gain_pvalue": 1.451359720451369e-10
},
"perm10": {
"power": 0.98,
"power_se": 0.014070529413628968,
"type_I": 0.1214285714285714,
"type_I_se": 0.0051185056943529785,
"paired_gain_over_perm1": 0.4,
"paired_gain_pvalue": 6.2545993673910605e-12
},
"perm20": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.1683673469387755,
"type_I_se": 0.007294384746835815,
"paired_gain_over_perm1": 0.42,
"paired_gain_pvalue": 2.3732051797789414e-13
}
},
"n100": {
"n": 100,
"p": 50,
"replicates": 100,
"alpha": 0.05,
"seconds": 7.4,
"perm1": {
"power": 0.8,
"power_se": 0.04020151261036849,
"type_I": 0.04693877551020408,
"type_I_se": 0.0028346732557491257
},
"perm2": {
"power": 0.95,
"power_se": 0.021904291355759036,
"type_I": 0.061020408163265295,
"type_I_se": 0.0035347380575896357,
"paired_gain_over_perm1": 0.15,
"paired_gain_pvalue": 0.0008341994770978715
},
"perm5": {
"power": 0.98,
"power_se": 0.014070529413628968,
"type_I": 0.0906122448979592,
"type_I_se": 0.004043524430429174,
"paired_gain_over_perm1": 0.18,
"paired_gain_pvalue": 9.8036168366638e-06
},
"perm10": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.11346938775510206,
"type_I_se": 0.004589327975424386,
"paired_gain_over_perm1": 0.2,
"paired_gain_pvalue": 2.7522004955693153e-06
},
"perm20": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.15469387755102043,
"type_I_se": 0.005350023737067479,
"paired_gain_over_perm1": 0.2,
"paired_gain_pvalue": 2.7522004955693153e-06
}
},
"n150": {
"n": 150,
"p": 50,
"replicates": 100,
"alpha": 0.05,
"seconds": 8.5,
"perm1": {
"power": 0.98,
"power_se": 0.014070529413628966,
"type_I": 0.05081632653061224,
"type_I_se": 0.0031173309550559356
},
"perm2": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.055306122448979575,
"type_I_se": 0.002741036958265625,
"paired_gain_over_perm1": 0.02,
"paired_gain_pvalue": 0.15833990565972564
},
"perm5": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.07755102040816327,
"type_I_se": 0.0045124146807556465,
"paired_gain_over_perm1": 0.02,
"paired_gain_pvalue": 0.15833990565972564
},
"perm10": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.10102040816326531,
"type_I_se": 0.004276673720897001,
"paired_gain_over_perm1": 0.02,
"paired_gain_pvalue": 0.15833990565972564
},
"perm20": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.1353061224489796,
"type_I_se": 0.006102868434942373,
"paired_gain_over_perm1": 0.02,
"paired_gain_pvalue": 0.15833990565972564
}
},
"n300": {
"n": 300,
"p": 50,
"replicates": 100,
"alpha": 0.05,
"seconds": 12.8,
"perm1": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.04918367346938775,
"type_I_se": 0.0032051640291620763
},
"perm2": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.05081632653061224,
"type_I_se": 0.0028197183797144,
"paired_gain_over_perm1": 0.0,
"paired_gain_pvalue": NaN
},
"perm5": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.0704081632653061,
"type_I_se": 0.0035806195603549926,
"paired_gain_over_perm1": 0.0,
"paired_gain_pvalue": NaN
},
"perm10": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.08755102040816329,
"type_I_se": 0.004607397076118912,
"paired_gain_over_perm1": 0.0,
"paired_gain_pvalue": NaN
},
"perm20": {
"power": 1.0,
"power_se": 0.0,
"type_I": 0.13448979591836732,
"type_I_se": 0.004475859632543124,
"paired_gain_over_perm1": 0.0,
"paired_gain_pvalue": NaN
}
}
}

Xet Storage Details

Size:
6.16 kB
·
Xet hash:
9ef27a6928f768fe39acf1482122c0b657781cbc6de2e1e16ca3edb75fa0cd20

Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.