Pauliina Ilmonen
Institutionen för matematik och systemanalys

Pauliina Ilmonen

Assistant Professor

Kontakt information

Postadress
Otakaari 1
Mobile phone
+358415437053
Full researcher profile
https://research.aalto.fi/...

Beskrivning

In my research work, I focus on fascinating topics in the field of mathematical statistics. One of my most significant research topis is multivariate extreme value. In addition to multivariate extreme value theory, I am doing research related to invariant coordinate selection (ICS), independent component analysis (ICA), functional data analysis (FDA), change point analysis, and analysis stationary processes. Since the beauty of pure mathematics and especially matrix algebra, has always taken my breath away, I also devote some of my time to research on the eld of pure mathematics. My interest there lies on characteristics of meet and join (hyper)matrices. Applied work is also close to my heart. I am doing applied research related to epidemiology. The topics that interest me are cancer epidemiology and epidemiology of HI-virus. Doing applied work enables me to contribute to research that may have significant public health implications.

Publikationer

Institutionen för matematik och systemanalys

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

Publishing year: 2019 Modern Stochastics: Theory and Applications
Institutionen för matematik och systemanalys

On multivariate separating Hill estimator under estimated location and scatter

Publishing year: 2018 STATISTICS
Institutionen för matematik och systemanalys

Association between NSAID, statins, and bisphosphonates and prostate cancer survival during androgen deprivation therapy

Publishing year: 2018 CANCER RESEARCH
Institutionen för matematik och systemanalys

Generalized eigenvalue problems for meet and join matrices on semilattices

Publishing year: 2018 Linear Algebra and Its Applications
Institutionen för matematik och systemanalys

On Exploring Hidden Structures Behind Cervical Cancer Incidence

Publishing year: 2018 Cancer Control
Institutionen för matematik och systemanalys

HIV-1 superinfection can occur in the presence of broadly neutralizing antibodies

Publishing year: 2018 Vaccine
Institutionen för matematik och systemanalys

HIV-1 transmission networks in high risk fishing communities on the shores of Lake Victoria in Uganda

Publishing year: 2017 PloS one
Institutionen för information och tjänsteekonomi, Institutionen för matematik och systemanalys

Nonparametric Splitting Algorithm for Detecting Structural Changes in Predictive Relationships

Publishing year: 2017 Proceedings of the International Conference on Compute and Data Analysis (ICCDA)
Institutionen för matematik och systemanalys

Multivariate Hill Estimators

Publishing year: 2017 INTERNATIONAL STATISTICAL REVIEW
Institutionen för matematik och systemanalys

Complex valued robust multidimensional SOBI

Publishing year: 2017 Latent Variable Analysis and Signal Separation - 13th International Conference, LVA/ICA 2017, Proceedings