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visible-learning/export/robust_summary.json

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{
"observed": {
"Q_psych_sozial": 0.44661932708310903,
"CI_sum": 0.0,
"n_items": 226
},
"bootstrap": {
"B": 1000,
"Q_mean": 0.44481991494704254,
"Q_ci95": [
0.3980235522824357,
0.480178735261584
],
"CI_sum_mean": 0.0,
"CI_sum_ci95": [
0.0,
0.0
]
},
"permutation_needs": {
"P": 2000,
"observed_cp_total": 33.56,
"p_value_right": 1.0,
"p_value_left": 0.000999000999000999
},
"nullmodels": {
"M": 500,
"Q_obs": 0.44661932708310903,
"Q_null_mean": 0.44661932708310903,
"Q_null_ci95": [
0.44661932708310903,
0.44661932708310903
]
},
"sensitivity": {
"leave_one_out_min_CI_sum": 0.0,
"top_k_removed": 10,
"top_k_Q_after": 0.40699792372929505,
"top_k_CI_sum_after": 0.0,
"need_swap_trials": 200,
"need_swap_cp_mean": 39.4089,
"need_swap_cp_ci95": [
33.798500000000004,
44.403000000000006
]
}
}