activity
20122023
most citedGeneralized modes in Bayesian inverse problems

18 citations · 23 across the 8 of their papers we have counts for

collaborators

9 papers

math.ST2023

A Statistical Framework and Analysis for Perfect Radar Pulse Compression

Neil K. Chada, Petteri Piiroinen, Lassi Roininen

Perfect radar pulse compression coding is a potential emerging field which aims at providing rigorous analysis and fundamental limit radar experiments. It is based on finding non-t…

q-fin.PR2019★ 1 cited

Brexit Risk Implied by the SABR Martingale Defect in the EUR-GBP Smile

Petteri Piiroinen, Lassi Roininen, Martin Simon

We construct a data-driven statistical indicator for quantifying the tail risk perceived by the EURGBP option market surrounding Brexit-related events. We show that under lognormal…

math.ST2018★ 18 cited

Generalized modes in Bayesian inverse problems

Christian Clason, Tapio Helin, Remo Kretschmann +1

Uncertainty quantification requires efficient summarization of high- or even infinite-dimensional (i.e., non-parametric) distributions based on, e.g., suitable point estimates (mod…

q-fin.PR2018★ 2 cited

Asset Price Bubbles: An Option-based Indicator

Petteri Piiroinen, Lassi Roininen, Tobias Schoden +1

We construct a statistical indicator for the detection of short-term asset price bubbles based on the information content of bid and ask market quotes for plain vanilla put and cal…

math.PR2016

Fractional Brownian motion and asymptotic Bayesian estimation

Lassi Päivärinta, Petteri Piiroinen

In this paper, we study the recovery of the Hurst parameter from a given discrete sample of fractional Brownian motion with statistical inverse theory. In particular, we show that…

math.AP2015

Probabilistic Interpretation of the Calderón Problem

Petteri Piiroinen, Martin Simon

In this paper, we use the theory of symmetric Dirichlet forms to give a probabilistic interpretation of Calderón's inverse conductivity problem in terms of reflecting diffusion pro…

math.AP2015

From Feynman-Kac Formulae to Numerical Stochastic Homogenization in Electrical Impedance Tomography

Petteri Piiroinen, Martin Simon

In this paper, we use the theory of symmetric Dirichlet forms to derive Feynman-Kac formulae for the forward problem of electrical impedance tomography with possibly anisotropic, m…

math.AP2014★ 2 cited

Probabilistic interpretation of electrical impedance tomography

Petteri Piiroinen, Martin Simon

In this paper, we give probabilistic interpretations of both, the forward and the inverse problem of electrical impedance tomography with possibly anisotropic, merely measurable co…

math.AP2012

Point measurements for a Neumann-to-Dirichlet map and the Calderón problem in the plane

Nuutti Hyvönen, Petteri Piiroinen, Otto Seiskari

This work considers properties of the Neumann-to-Dirichlet map for the conductivity equation under the assumption that the conductivity is identically one close to the boundary of…