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arxiv: 1010.0854 · v2 · pith:6VJ5UNMHnew · submitted 2010-10-05 · ❄️ cond-mat.stat-mech · q-fin.ST

On low-sampling-rate Kramers-Moyal coefficients

classification ❄️ cond-mat.stat-mech q-fin.ST
keywords coefficientsanalyzekramers-moyalaidinganalysisconstitutedata-drivenestimation
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We analyze the impact of the sampling interval on the estimation of Kramers-Moyal coefficients. We obtain the finite-time expressions of these coefficients for several standard processes. We also analyze extreme situations such as the independence and no-fluctuation limits that constitute useful references. Our results aim at aiding the proper extraction of information in data-driven analysis.

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