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researcher

L. Viitasaari

83 papers hereh-index 15902 citations128 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author5
  • first author2
  • middle author15
  • last author61

Across the 83 of 83 papers where every author was matched, so the position is known.

fields
  • math.PR58
  • math.ST13
  • stat.AP3
  • math.OC2
  • cs.LG1
  • econ.EM1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedContinuous time Gaussian process dynamical models in gene regulatory network inference

75 citations · 236 across the 75 of their papers we have counts for

collaborators
Showing 2013 · math.PRShow all

4 papers · 2 filters

math.PR2013★ 6 cited

Integral representation of random variables with respect to Gaussian processes

Lauri Viitasaari

It was shown in Mishura et al. (Stochastic Process. Appl. 123 (2013) 2353-2369), that any random variable can be represented as improper pathwise integral with respect to fractiona…

math.PR2013★ 2 cited

Pathwise integrals and Ito-Tanaka Formula for Gaussian processes

Tommi Sottinen, Lauri Viitasaari

We prove the Ito-Tanaka formula and the existence of pathwise stochastic integrals for a wide class of Gaussian processes. Motivated by financial applications, we define the stocha…

math.PR2013

Note on multidimensional Breeden-Litzenberger representation for state price densities

Jarno Talponen, Lauri Viitasaari

In this note, we consider European options of type h(XT1​,XT2​,…,XTn​) depending on several underlying assets. We give a multidimensional version of the result of Breed…

math.PR2013★ 4 cited

Parameter estimation based on discrete observations of fractional Ornstein-Uhlenbeck process of the second kind

Ehsan Azmoodeh, Lauri Viitasaari

Fractional Ornstein-Uhlenbeck process of the second kind (fOU2​) is solution of the Langevin equation dXt​=−θXt​dt+dYt(1)​, θ>0 wit…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.