Markus Matilainen
PhD

Neurology (Department of Clinical Medicine)

manmat@utu.fi
+358 29 450 4739
+358 50 472 8469

Itäinen Pitkäkatu 4
Turku





Areas of expertise
Statistics; Biostatistics; Blind Source Separation

Publications

Sliced average variance estimation for multivariate time series (2019)
Statistics
M. Matilainen, C. Croux, K. Nordhausen, H. Oja
(
A1 Journal article – refereed)

On Independent Component Analysis and Supervised Dimension Reduction for Time Series (2018) Matilainen. Markus
(
G5 Doctoral dissertation (article))

On the number of signals in multivariate time series (2018)
Lecture Notes in Computer Science
Latent Variable Analysis and Signal Separation Markus Matilainen, Klaus Nordhausen, Joni Virta
(
A4 Article in conference proceedings)

Serum glial fibrillary acidic protein correlates with multiple sclerosis disease severity (2018)
Multiple Sclerosis
Heidi Högel, Eero Rissanen, Christian Barro, Markus Matilainen, Marjo Nylund, Jens Kuhle, Laura Airas
(
A1 Journal article – refereed)

What Is the Long-term Survivorship of Cruciate-retaining TKA in the Finnish Registry? (2018)
Clinical Orthopaedics and Related Research
Emmi Montonen, Inari Laaksonen, Markus Matilainen, Antti Eskelinen, Jaason Haapakoski, Ari-Pekka Puhto, Jarkko Leskinen, Jukka Kettunen, Mikko Manninen, Keijo T. Mäkelä
(
A1 Journal article – refereed)

On Independent Component Analysis with Stochastic Volatility Models (2017)
Austrian Journal of Statistics
Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(
A1 Journal article – refereed)

Supervised dimension reduction for multivariate time series (2017)
Econometrics and Statistics
Markus Matilainen, Christophe Croux, Klaus Nordhausen, Hannu Oja
(
A1 Journal article – refereed)

Survival of uncemented cups from a single manufacturer implanted from 1985 to 2013: Finnish Arthroplasty Register data (2017)
Archives of Orthopaedic and Trauma Surgery
Antton Palomäki, Lasse Lempainen, Markus Matilainen, Antti Eskelinen, Ville Remes, Petri Virolainen, Keijo T. Mäkelä
(
A1 Journal article – refereed)

ICA and Stochastic Volatility Models (2016) Computer Data Analysis and Modeling: Theoretical and Applied Stochastics, Proceedings of the XI International Conference, Minsk, September 6-10, 2016 Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(
A4 Article in conference proceedings)

Modeling Associations between Principals' Reported Indoor Environmental Quality and Students' Self-Reported Respiratory Health Outcomes Using GLMM and ZIP Models (2016)
International Journal of Environmental Research and Public Health
Oluyemi Toyinbo, Markus Matilainen, Mari Turunen, Tuula Putus, Richard Shaughnessy, Ulla Haverinen-Shaughnessy
(
A1 Journal article – refereed)

New independent component analysis tools for time series (2015)
Statistics and Probability Letters
Markus Matilainen, Klaus Nordhausen, Hannu Oja
(
A1 Journal article – refereed)

tsBSS: Tools for Blind Source Separation for Time Series (2015) Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(
I2 ICT software)

Countrywise results of total hip arthroplasty - an analysis of 438,733 hips based on the Nordic Arthroplasty Register Association database (2014)
Acta Orthopaedica
Mäkelä K T, Matilainen M, Pulkkinen P, Fenstad A M, Havelin L I, Engesaeter L, Furnes O, Overgaard S, Pedersen A B, Kärrholm J, Malchau H, Garellick G, Ranstam J, Eskelinen A
(
A1 Journal article – refereed)

Failure rate of cemented and uncemented total hip replacements: register study of combined Nordic database of four nations (2014)
BMJ
Mäkelä K T, Matilainen M, Pulkkinen P, Fenstad A M, Havelin L, Engesaeter L, Furnes O, Pedersen A B, Overgaard S, Kärrholm J, Malchau H, Garellick G, Ranstam J, Eskelinen A.
(
A1 Journal article – refereed)

Hip resurfacing arthroplasty versus large head metal on metal total hip arthroplasty: comparison of three designs from the Finnish Arthroplasty Register (2014)
Scandinavian Journal of Surgery
Junnila M, Kostensalo I, Virolainen P, Remes V, Matilainen M, Vahlberg T, Pulkkinen P, Eskelinen A, Itälä A, Mäkelä KT
(
A1 Journal article – refereed)

Effect of femoral head size on risk of revision for dislocation after total hip arthroplasty – A population-based analysis of 42,379 primary procedures from the Finnish Arthroplasty Register (2013)
Acta Orthopaedica
Kostensalo I, Junnila M, Virolainen P, Remes V, Matilainen M, Vahlberg T, Pulkkinen P, Eskelinen A, Mäkelä K T
(
A1 Journal article – refereed)

Hip Resurfacing Arthroplasty Versus Large-Diameter Head Metal-On-Metal Total Hip Arthroplasty – Comparison of Three Designs from the Finnish Arthroplasty Register (2013)
Scandinavian Journal of Surgery
Junnila M, Kostensalo I, Virolainen P, Remes V, Matilainen M, Vahlberg T, Pulkkinen P, Eskelinen A, Itälä A, Mäkelä K
(
A1 Journal article – refereed)


Last updated on 2019-19-07 at 02:19

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