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On truncated variation, upward truncated variation and downward truncated variation for diffusions

Author

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  • Łochowski, Rafał M.
  • Miłoś, Piotr

Abstract

The truncated variation, TVc, is a fairly new concept introduced in Łochowski (2008) [5]. Roughly speaking, given a càdlàg function f, its truncated variation is “the total variation which does not pay attention to small changes of f, below some threshold c>0”. The very basic consequence of such approach is that contrary to the total variation, TVc is always finite. This is appealing to the stochastic analysis where so-far large classes of processes, like semimartingales or diffusions, could not be studied with the total variation. Recently in Łochowski (2011) [6], another characterization of TVc has been found. Namely TVc is the smallest possible total variation of a function which approximates f uniformly with accuracy c/2. Due to these properties we envisage that TVc might be a useful concept both in the theory and applications of stochastic processes.

Suggested Citation

  • Łochowski, Rafał M. & Miłoś, Piotr, 2013. "On truncated variation, upward truncated variation and downward truncated variation for diffusions," Stochastic Processes and their Applications, Elsevier, vol. 123(2), pages 446-474.
  • Handle: RePEc:eee:spapps:v:123:y:2013:i:2:p:446-474
    DOI: 10.1016/j.spa.2012.08.007
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    Citations

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    Cited by:

    1. Lesiba Ch. Galane & Rafa{l} M. {L}ochowski & Farai J. Mhlanga, 2017. "On the quadratic variation of the model-free price paths with jumps," Papers 1710.07894, arXiv.org, revised May 2018.
    2. Lifshits, Mikhail & Setterqvist, Eric, 2015. "Energy of taut strings accompanying Wiener process," Stochastic Processes and their Applications, Elsevier, vol. 125(2), pages 401-427.
    3. Rafa{l} M. {L}ochowski & Nicolas Perkowski & David J. Promel, 2021. "One-dimensional game-theoretic differential equations," Papers 2101.08041, arXiv.org.

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