← All authors Pauliina Ilmonen Aalto University (from arXiv:2509.03208, 2025) · ORCID · OpenAlex
30 papers in scope · 29 published · 1 on the econ.EM arXiv · 254 citations · h-index 8 (over the papers listed here)
Papers (1 of 30)
working paper 2025 · arXiv
On Lamperti transformation and AR(1) type characterisations of discrete random fields
published 2024 · Theory of Probability and Mathematical Statistics · 1 citations · first circulated 2023
On extreme quantile region estimation under heavy-tailed elliptical distributions
published 2024 · Journal of Multivariate Analysis · 1 citations
Latent model extreme value index estimation
published 2024 · Journal of Multivariate Analysis · first circulated 2020
On Sharp Rate of Convergence for Discretization of Integrals Driven by Fractional Brownian Motions and Related Processes with Discontinuous Integrands
published 2023 · Journal of Theoretical Probability · 1 citations · first circulated 2022
Flexible transition probability model for assessing cost-effectiveness of breast cancer screening extension to include women aged 45-49 and 70-74
published 2023 · PLoS ONE · 3 citations · first circulated 2022
Note on asymptotic behavior of spatial sign autocovariance matrices
published 2022 · Statistics & Probability Letters
Integrated shape-sensitive functional metrics
published 2021 · Journal of Multivariate Analysis
Vector‐valued generalized Ornstein–Uhlenbeck processes: Properties and parameter estimation
published 2021 · Scandinavian Journal of Statistics · 5 citations
Modeling temporally uncorrelated components of complex-valued stationary processes
published 2021 · Modern Stochastics Theory and Applications · 1 citations · first circulated 2020
Flexible integrated functional depths
published 2020 · Bernoulli · 3 citations
Circulatory and prostatic tissue lipidomic profiles shifts after high-dose atorvastatin use in men with prostate cancer
published 2020 · Scientific Reports · 22 citations
with Paavo Raittinen, Kati Niemistö, Erika Pennanen, Heimo Syvälä, Seppo Auriola, Jarno Riikonen, Terho Lehtimäki, Teemu J. Murtola
On the ARCH model with stationary liquidity
published 2020 · Metrika · 2 citations · first circulated 2018
Oscillating Gaussian processes
published 2020 · Statistical Inference for Stochastic Processes
Fast tensorial JADE
published 2020 · Scandinavian Journal of Statistics · 4 citations
with Joni Virta, Niko Lietzén, Klaus Nordhausen
On Modeling a Class of Weakly Stationary Processes
published 2020 · Frontiers in Applied Mathematics and Statistics · 4 citations · first circulated 2017
Flexible multivariate Hill estimators
published 2019 · Journal of Econometrics · 3 citations
with Yves Dominicy, Matias Heikkilä, David Veredas
Pareto depth for functional data
published 2019 · Statistics · 1 citations
with Sami Helander, Germain Van Bever, Sakke Rantala
A Note on Distributions in the Second Chaos
published 2019 · Symmetry
Note on AR(1)-characterisation of stationary processes and model fitting
published 2019 · Modern Stochastics Theory and Applications · 8 citations
On multivariate separating Hill estimator under estimated location and scatter
published 2018 · Statistics · 5 citations
with Matias Heikkilä, Yves Dominicy
On model fitting and estimation of strictly stationary processes
published 2017 · Modern Stochastics Theory and Applications · 11 citations
HIV-1 transmission networks in high risk fishing communities on the shores of Lake Victoria in Uganda: A phylogenetic and epidemiological approach
published 2017 · PLoS ONE · 48 citations
with Sylvia Kiwuwa-Muyingo, Jamirah Nazziwa, Deogratius Ssemwanga, Harr Freeya Njai, Nicaise Ndembi, Chris M. Parry, Paul Kato Kitandwe, Gershim Asiki, Juliet Mpendo, Leslie Neilsen, Janet Seeley, Heikki Seppälä, …
Multivariate moment based extreme value index estimators
published 2016 · Computational Statistics · 1 citations · first circulated 2015
with Matias Heikkilä, Yves Dominicy, Matias Heikkill
Minimum distance index for complex valued ICA
published 2016 · Statistics & Probability Letters · 5 citations
with Niko Lietzén, Klaus Nordhausen
Multivariate Hill Estimators
published 2015 · International Statistical Review · 22 citations · first circulated 2013
with Yves Dominicy, David Veredas
On meet hypermatrices and their eigenvalues
published 2015 · Linear and Multilinear Algebra · 6 citations
On asymptotic properties of the scatter matrix based estimates for complex valued independent component analysis
published 2013 · Statistics & Probability Letters · 9 citations
On Invariant Coordinate System (ICS) Functionals
published 2012 · International Statistical Review · 45 citations
with Hannu Oja, Robert Serfling
Characteristics of multivariate distributions and the invariant coordinate system
published 2010 · Statistics & Probability Letters · 43 citations
with Jaakko Nevalainen, Hannu Oja
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