Pauliina Ilmonen

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Lauri ViitasaariUppsala UniversityVerified email at math.uu.se
Klaus NordhausenDepartment of Mathematics and Statistics, University of JyväskyläVerified email at jyu.fi
Esa OllilaAssociate Professor (tenured), Aalto UniversityVerified email at aalto.fi
Yves DominicyBanque et Caisse d'Epargne de l'Etat, LuxembourgVerified email at bcee.lu
Davy PaindaveineProfessor of Statistics, Université libre de BruxellesVerified email at ulb.ac.be
Jorge GoncalvesUniversity of LuxembourgVerified email at uni.lu
Atte AaltoPost-doctoral researcher, Luxembourg centre for Systems Biomedicine, University of LuxembourgVerified email at uni.lu
Laurent MombaertsPhD - Applied Scientist, Amazon Web ServicesVerified email at uni.lu
Joni VirtaAcademy Research Fellow / Assistant Professor, University of Turku, FinlandVerified email at utu.fi
soledad torresAcademica CIMFAV, Facultad de Ingeniería Universidad de ValparaísoVerified email at uv.cl
Ciprian TudorVerified email at univ-paris1.fr
David VeredasVlerick Business SchoolVerified email at vlerick.com
Sarah WalkerProfessor of Medical Statistics and Epidemiology, Oxford University and University College LondonVerified email at ndm.ox.ac.uk
Jim ToddLondon School of Hygiene and Tropical MedicineVerified email at lshtm.ac.uk
Jaakko NevalainenProfessor of BiostatisticsVerified email at tuni.fi
Abhijit MandalAssociate Professor, University of Texas at El PasoVerified email at utep.edu
Fabian J TheisHelmholtz Munich, Technical University of MunichVerified email at helmholtz-muenchen.de
Ayse NalliVerified email at karabuk.edu.tr
Pekka MaloProfessori (associate professor, tenured), Statistics, Aalto University School of BusinessVerified email at aalto.fi
Harri HakulaPrincipal University Lecturer, Mathematics, Aalto UniversityVerified email at aalto.fi

Pauliina Ilmonen

Aalto University School of Science, Department of Mathematics and Systems Analysis

Verified email at aalto.fi - Homepage

FDA ICA ICS Extreme value theory Epidemiology


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A new performance index for ICA: properties, computation and asymptotic analysis P Ilmonen, K Nordhausen, H Oja, E Ollila International Conference on Latent Variable Analysis and Signal Separation …, 2010	92	2010
Semiparametrically efficient inference based on signed ranks in symmetric independent component models P Ilmonen, D Paindaveine	66	2011
Gene regulatory network inference from sparsely sampled noisy data A Aalto, L Viitasaari, P Ilmonen, L Mombaerts, J Gonçalves Nature communications 11 (1), 3493, 2020	59	2020
On invariant coordinate system (ICS) functionals P Ilmonen, H Oja, R Serfling International Statistical Review 80 (1), 93-110, 2012	54	2012
Characteristics of multivariate distributions and the invariant coordinate system P Ilmonen, J Nevalainen, H Oja Statistics & probability letters 80 (23-24), 1844-1853, 2010	50	2010
Deflation-based FastICA reloaded K Nordhausen, P Ilmonen, A Mandal, H Oja, E Ollila 2011 19th European Signal Processing Conference, 1854-1858, 2011	36	2011
HIV-1 transmission networks in high risk fishing communities on the shores of Lake Victoria in Uganda: A phylogenetic and epidemiological approach S Kiwuwa-Muyingo, J Nazziwa, D Ssemwanga, P Ilmonen, H Njai, ... PloS one 12 (10), e0185818, 2017	32	2017
Multivariate hill estimators Y Dominicy, P Ilmonen, D Veredas International Statistical Review 85 (1), 108-142, 2017	31	2017
On eigenvalues of meet and join matrices associated with incidence functions P Ilmonen, P Haukkanen, JK Merikoski Linear algebra and its applications 429 (4), 859-874, 2008	28	2008
Dynamic logistic regression model and population attributable fraction to investigate the association between adherence, missed visits and mortality: a study of HIV-infected … S Kiwuwa-Muyingo, H Oja, AS Walker, P Ilmonen, J Levin, I Mambule, ... BMC infectious diseases 13, 1-14, 2013	18	2013
Atorvastatin induces adrenal androgen downshift in men with prostate cancer: A post Hoc analysis of a pilot adaptive Randomised clinical trial PVH Raittinen, H Syvälä, TLJ Tammela, MR Häkkinen, P Ilmonen, ... EBioMedicine 68, 2021	15	2021
On asymptotics of ICA estimators and their performance indices P Ilmonen, K Nordhausen, H Oja, E Ollila arXiv preprint arXiv:1212.3953, 2012	14	2012
Nationwide infection control strategy lowered seasonal respiratory infection rate: occupational health care perspective during the COVID-19 epidemic in Finland M Arvonen, P Raittinen, O Niemenoja, P Ilmonen, S Riihijärvi, S Särkkä, ... Infectious Diseases 53 (11), 839-846, 2021	12	2021
On asymptotic properties of the scatter matrix based estimates for complex valued independent component analysis P Ilmonen Statistics & Probability Letters 83 (4), 1219-1226, 2013	12	2013
Circulatory and prostatic tissue lipidomic profiles shifts after high-dose atorvastatin use in men with prostate cancer P Raittinen, K Niemistö, E Pennanen, H Syvälä, S Auriola, J Riikonen, ... Scientific reports 10 (1), 12016, 2020	11	2020
On model fitting and estimation of strictly stationary processes M Voutilainen, L Viitasaari, P Ilmonen Modern Stochastics: Theory and Applications 4 (4), 381-406, 2017	11	2017
An affine equivariant robust second-order BSS method P Ilmonen, K Nordhausen, H Oja, F Theis Latent Variable Analysis and Signal Separation: 12th International …, 2015	11	2015
On unitary analogs of GCD reciprocal LCM matrices P Haukkanen, P Ilmonen, A Nalli, J Sillanpää Linear and Multilinear Algebra 58 (5), 599-616, 2010	10	2010
Vector‐valued generalized Ornstein–Uhlenbeck processes: Properties and parameter estimation M Voutilainen, L Viitasaari, P Ilmonen, S Torres, C Tudor Scandinavian Journal of Statistics 49 (3), 992-1022, 2022	9	2022
Minimum distance index for BSS, generalization, interpretation and asymptotics N Lietzén, J Virta, K Nordhausen, P Ilmonen Aust. J. Stat 49 (4), 57-68, 2020	8	2020

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