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To scale back the coarseness, MSD curves are smoothed with log-binning technique. The error bars in Fig.7 characterize 95% confidence intervals computed with bootstrapping utilizing 2000 impartial re-sampling runs. It is fascinating to see that for various datasets we observe totally different diffusive behaviors. For games csgofast-Crash we observe that the MSD grows quicker than a linear function, suggesting superdiffusive conduct.
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For all video games, excluding the video games csgospeed and csgofast-Jackpot , EB is discovered to be much bigger than zero, suggesting non-ergodic habits. But regular diffusion is just present in few datasets, the remaining datasets presenting anomalous diffusion which conflicts with the IID assumption. In the following we briefly talk about how we will get hold of from gambling models the different diffusive processes noticed in the knowledge.
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