Literature DB >> 21230253

Low-sampling-rate Kramers-Moyal coefficients.

C Anteneodo1, S M Duarte Queirós.   

Abstract

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.

Year:  2010        PMID: 21230253     DOI: 10.1103/PhysRevE.82.041122

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  1 in total

1.  Arbitrary-Order Finite-Time Corrections for the Kramers-Moyal Operator.

Authors:  Leonardo Rydin Gorjão; Dirk Witthaut; Klaus Lehnertz; Pedro G Lind
Journal:  Entropy (Basel)       Date:  2021-04-24       Impact factor: 2.524

  1 in total

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