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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

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Showing 2018 · math.PRShow all

5 papers · 2 filters

math.PR2018★ 11 cited

A Central Limit Theorem for the stochastic heat equation

Jingyu Huang, David Nualart, Lauri Viitasaari

We consider the one-dimensional stochastic heat equation driven by a multiplicative space-time white noise. We show that the spatial integral of the solution from to conve…

math.PR2018★ 2 cited

On generalized ARCH model with stationary liquidity

Pauliina Ilmonen, Soledad Torres, Ciprian Tudor +2

We study a generalized ARCH model with liquidity given by a general stationary process. We provide minimal assumptions that ensure the existence and uniqueness of the stationary so…

math.PR2018★ 8 cited

Note on AR(1)-characterisation of stationary processes and model fitting

Marko Voutilainen, Lauri Viitasaari, Pauliina Ilmonen

It was recently proved that any strictly stationary stochastic process can be viewed as an autoregressive process of order one with coloured noise. Furthermore, it was proved that,…

math.PR2018

Volatility estimation in fractional Ornstein-Uhlenbeck models

Salwa Bajja, Khalifa Es-Sebaiy, Lauri Viitasaari

In this article we study the asymptotic behaviour of the realized quadratic variation of a process % , where is a -Hölder continuous process w…

math.PR2018

Transfer Principle for nth Order Fractional Brownian Motion with Applications to Prediction and Equivalence in Law

Tommi Sottinen, Lauri Viitasaari

The th order fractional Brownian motion was introduced by Perrin et al. It is the (upto a multiplicative constant) unique self-similar Gaussian process with Hurst index $H \in (…