Stochastic Resetting Walk

stochastic-process · 37 views
stochastic-processstochastic

What It Is

Evans-Majumdar process: x(t+1) = x(t) + drift + Gauss noise, with Poisson-rate full reset to zero. Canonical model in non-equilibrium statistical physics for accumulation-with-catastrophe dynamics. Tests whether Forest Fire phenotype (ramp + reset) is detected without spatial-lattice coupling

Interpretation

Standard analysis sees: long-range memory (persistent); time-irreversible (slow rise, sharp collapse); nonstationary / drifting. The atlas finds no named structure, but the source is distinctively extreme on Navier-Stokes:cascade_asymmetry (-4.2z) — beyond what the standard bank predicts for it. It sits beside Levy Flight in the atlas (standard-bank rank 54) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.66
asymmetry0.83
occupancy0.66
short-range corr0.81
long-range memory0.95
spectral colour0.27
periodicity0.69
complexity0.63
time-irreversibility0.00
volatility clustering0.84
multifractality0.77
dimensionality0.15
nonstationarity0.89
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Navier-Stokes:cascade_asymmetry-4.2zbank-miss 1.4σ
Multifractal Spectrum:spectrum_width+3.9zbank-miss 1.0σ
Higher-Order Statistics:kurt_max+3.9zbank-miss 1.1σ
Wasserstein:transport_variability+3.3zbank-miss 1.1σ
Time Reversibility:increment_skewness_max+2.3zbank-miss 1.1σ

Composition

dtypefloat64
range[-0.03568, 1.841]
unique values16350 / 16384
mean ± std0.398 ± 0.361

Render Gallery

Atlas Position

Nearest neighborDistance
BTC Close Price3.43cross-origin
Levy Flight3.92
ETH/BTC Ratio4.00cross-origin

Open in Atlas →

Which Geometries Light Up

Catch24Catch24:SC_FluctAnal_2_rsrangefit_50_1_logi_prop_r1rank 5/3070.7660
Higher-Order StatisticsHigher-Order Statistics:kurt_maxrank 2/3077.5289
Julia SetJulia Set:potential_smoothnessrank 306/30716.8373
Julia SetJulia Set:potential_variancerank 306/307431.1089
Multifractal SpectrumMultifractal Spectrum:spectrum_widthrank 3/3070.5259
Navier-StokesNavier-Stokes:cascade_asymmetryrank 307/307-1.0000
Septagonal (Danzer)Septagonal (Danzer):z_conjugaterank 305/307-0.6529
SymplecticSymplectic:windowed_area_cvrank 5/3076.6042
Time ReversibilityTime Reversibility:increment_skewness_maxrank 2/3071.0000
Ulam Spiral (Square)Ulam Spiral (Square):radon_anisotropyrank 5/3070.0383
WassersteinWasserstein:transport_variabilityrank 3/3070.1360
Wavelet CascadeWavelet Cascade:coarse_scale_kurtosis_sloperank 307/307-2.8137
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