{ "seed": 1729, "A": 1.0, "D": 1.0, "alpha": 1.0, "kappa": 0.2, "trials": 30000, "note": "pair_kicks uses the paper's exact effective marginal diffusivity; cross-label covariance is not time-discretely simulated", "regimes": { "independent": { "name": "independent", "means": [ 0.42253894176368184, 0.2107921429898502, 0.13693478000308715, 0.10075924386041893, 0.07980809411341716, 0.06590948047273837, 0.05616555490094398 ], "loglog_slope": -0.45954959461169564, "loglog_slope_highN": -0.2805513074027317, "loglogN_slope": -1.444649625220236 }, "normalized_bounded": { "name": "normalized_bounded", "means": [ 0.2310074483353142, 0.15036768531643363, 0.10894657681329084, 0.08480774036700674, 0.06969384519674375, 0.05887319241512188, 0.05090114544538722 ], "loglog_slope": -0.3534517613899999, "loglog_slope_highN": -0.24529138626942237, "loglogN_slope": -1.0953699400799208 }, "unnormalized_coherent": { "name": "unnormalized_coherent", "means": [ 0.13648583007508497, 0.06470609355542804, 0.03428429257899801, 0.018829134885680405, 0.010376984083494412, 0.005662504081455707, 0.0030455763280417933 ], "loglog_slope": -0.9003791375033156, "loglog_slope_highN": -0.8758413764715667, "loglogN_slope": -2.7006819555090438 }, "pair_kicks": { "name": "pair_kicks", "means": [ 0.27021409723253004, 0.08797414612786875, 0.034083848308068605, 0.014007904478775583, 0.00586722189453608, 0.0024985308785933683, 0.0010810920483939341 ], "loglog_slope": -1.3110929780271239, "loglog_slope_highN": -1.2318637149652265, "loglogN_slope": -3.9455293732435415 } }, "checks": { "log_extreme_prediction": { "predicted": "slope of log(E[T]) vs log(log N) approximately -1", "independent_observed": -1.444649625220236, "normalized_observed": -1.0953699400799208 }, "coherent_prediction": { "predicted": "E[T] approximately A/(alpha*(N-1)); high-N log-log slope -1", "observed_highN_slope": -0.8758413764715667, "alpha_values": [ 0.8, 1.6, 3.2, 6.4 ], "alpha_times_mean": [ 0.005445948080164498, 0.00606907215932431, 0.006551472584187587, 0.006917004397847707 ], "target_alpha_times_mean": 0.007874015748031496, "zero_noise_alpha_times_mean": [ 0.007874015748031496, 0.007874015748031496, 0.007874015748031496, 0.007874015748031496 ] }, "pair_kick_prediction": { "predicted": "N*log(N)*E[T] tends to A^2/(4*kappa)=1.2500", "observed_highN_NlogN_mean": [ 1.5616697525442296, 1.5517372720989047, 1.5346808939930243 ], "observed_highN_loglog_slope": -1.2318637149652265, "kappa_values": [ 0.05, 0.1, 0.2, 0.4 ], "kappa_times_NlogN_mean": [ 0.2787529543701529, 0.2990522241554367, 0.3105261900812297, 0.31682236880126247 ], "target_kappa_times_NlogN_mean": 0.25 } } }