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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 2016 · math.PRShow all

4 papers · 2 filters

math.PR2016★ 9 cited

Pathwise Stieltjes integrals of discontinuously evaluated stochastic processes

Zhe Chen, Lasse Leskelä, Lauri Viitasaari

In this article we study the existence of pathwise Stieltjes integrals of the form ∫f(Xt​)dYt​ for nonrandom, possibly discontinuous, evaluation functions f and Hölder c…

math.PR2016

Prediction Law of fractional Brownian Motion

Tommi Sottinen, Lauri Viitasaari

We calculate the regular conditional future law of the fractional Brownian motion with index H∈(0,1) conditioned on its past. We show that the conditional law is continuous wit…

math.PR2016

Least squares estimator of fractional Ornstein Uhlenbeck processes with periodic mean

Salwa Bajja, Khalifa Es-Sebaiy, Lauri Viitasaari

We first study the drift parameter estimation of the fractional Ornstein-Uhlenbeck process (fOU) with periodic mean for every 21​<H<1. More precisely, we extend the consi…

math.PR2016

Parameter Estimation for the Langevin Equation with Stationary-Increment Gaussian Noise

Tommi Sottinen, Lauri Viitasaari

We study the Langevin equation with stationary-increment Gaussian noise. We show the strong consistency and the asymptotic normality with Berry--Esseen bound of the so-called alter…

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