Jaakko Nevalainen


Adjunct Professor, Statistics (Department of Mathematics and Statistics)

jaakko.nevalainen@utu.fi


Contact e-mail: jaakko.nevalainen@uta.fi




Publications
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Prediction with a flexible finite mixture-of-regressions (2018)
Computational Statistics and Data Analysis
Ilmari Ahonen, Jaakko Nevalainen, Denis Larocque
(
A1 Journal article – refereed)

Global tests for novelty (2017)
Statistical Methods in Medical Research
Ilmari Ahonen, Denis Larocque, Jaakko Nevalainen
(
A1 Journal article – refereed)

Incorporating interaction networks into the determination of functionally related hit genes in genomic experiments with Markov random fields (2017)
Bioinformatics
Robinson S, Nevalainen J, Pinna G, Campalans A, Radicella JP, Guyon L
(
A1 Journal article – refereed)

Cognitive Performance in Young Adulthood and Midlife: Relations With Age, Sex, and Education-The Cardiovascular Risk in Young Finns Study (2016)
Neuropsychology
Rovio SP, Pahkala K, Nevalainen J, Juonala M, Salo P, Kähönen M, Hutri-Kähönen N, Lehtimäki T, Jokinen E, Laitinen T, Taittonen L, Tossavainen P, Viikari J, Rinne JO, Raitakari OT
(
A1 Journal article – refereed)

Morphological Clustering of Cell Cultures Based on Size, Shape, and Texture Features (2016)
Statistics in Biopharmaceutical Research
Ilmari Ahonen, Ville Härmä, Hannu-Pekka Schukov, Matthias Nees, Jaakko Nevalainen
(
A1 Journal article – refereed)

A case study of normalization, missing data and variable selection methods in lipidomics (2015)
Statistics in Medicine
M. Kujala, J. Nevalainen
(
A1 Journal article – refereed)

Comparison of simultaneous measurement of mouse locomotor activity by radiotelemetry and photobeam methods (2015)
Journal of Pharmacological and Toxicological Methods
Tomi Streng, Tero Klemola, Sanna Bastman, Jaakko Nevalainen, Mika Scheinin
(
A1 Journal article – refereed)

Segmentation of Image Data from Complex Organotypic 3D Models of Cancer Tissues with Markov Random Fields (2015)
PLoS ONE
Robinson S, Guyon L, Nevalainen J, Toriseva M, Åkerfelt M, Nees M
(
A1 Journal article – refereed)

Cow's milk allergy and the association between fatty acids and childhood asthma risk (2014) Lumia M, Luukkainen P, Takkinen HM, Kaila M, Nwaru BI, Nevalainen J, Salminen I, Uusitalo L, Niinisto S, Tuokkola J, Niemela O, Haapala AM, Ilonen J, Simell O, Knip M, Veijola R, Virtanen SM
(
O2 Other)

Design and cost optimization for hierarchical data (2014)
Statistica Neerlandica
Kari Tokola, Andreas Lundell, Jaakko Nevalainen, Hannu Oja
(
A1 Journal article – refereed)

Inference on the marginal distribution of clustered data with informative cluster size (2014)
Statistical Papers
Jaakko Nevalainen, Somnath Datta, Hannu Oja
(
A1 Journal article – refereed)

Maternal dietary fatty acid intake during pregnancy and the risk of preclinical and clinical type 1 diabetes in the offspring (2014)
British Journal of Nutrition
Niinisto S, Takkinen HM, Uusitalo L, Rautanen J, Nevalainen J, Kenward MG, Lumia M, Simell O, Veijola R, Ilonen J, Knip M, Virtanen SM
(
A1 Journal article – refereed)

Microbial Exposure in Infancy and Subsequent Appearance of Type 1 Diabetes Mellitus-Associated Autoantibodies – A Cohort Study (2014)
JAMA Pediatrics
Suvi M. Virtanen, Hanna-Mari Takkinen, Bright I. Nwaru, Minna Kaila, Suvi Ahonen, Jaakko Nevalainen, Sari Niinistö, Heli Siljander, Olli Simell, Jorma Ilonen, Heikki Hyöty, Riitta Veijola, Mikael Knip
(
A1 Journal article – refereed)

Alcohol Policy Changes and Trends in Adolescent Drinking in Finland from 1981 to 2011 (2013)
Alcohol and Alcoholism
Lintonen T, Karlsson T, Nevalainen J, Konu A
(
A1 Journal article – refereed)

Fatty acids in serum and diet – a canonical correlation analysis among toddlers (2013)
Maternal and Child Nutrition
Uusitalo L, Nevalainen J, Salminen I, Ovaskainen ML, Kronberg-Kippilä C, Ahonen S, Niinistö S, Alfthan G, Simell O, Ilonen J, Veijola R, Knip M, Virtanen SM
(
A1 Journal article – refereed)

Food photographs in portion size estimation among adolescent Mozambican girls (2013)
Public Health Nutrition
Korkalo Liisa, Erkkola Maijaliisa, Lourdes Fidalgo, Nevalainen Jaakko, al et
(
A1 Journal article – refereed)

A general class of signed-rank tests for clustered data when the cluster size is potentially informative (2012)
Journal of Nonparametric Statistics
Datta S, Nevalainen J, Oja H
(
A1 Journal article – refereed)

Biostatistiikka - työvaline ja tutkimusaihe (2012)
Sosiaalilääketieteellinen Aikakauslehti
Nevalainen Jaakko
(
B1 Journal article)

Food consumption and advanced beta cell autoimmunity in young children with HLA-conferred susceptibility to type 1 diabetes: a nested case-control design (2012)
American Journal of Clinical Nutrition
Virtanen SM, Nevalainen J, Kronberg-Kippila C, Ahonen S, Tapanainen H, Uusitalo L, Takkinen HM, Niinistoo S, Ovaskainen ML, Kenward MG, Veijola R, Ilonen J, Simell O, Knip M
(
A1 Journal article – refereed)

Weighted rank tests and Hodges-Lehmann estimates for the multivariate two-sample location problem with clustered data (2012)
Journal of Nonparametric Statistics
Lemponen R, Larocque D, Nevalainen J, Oja H
(
A1 Journal article – refereed)


Last updated on 2017-10-12 at 01:30