Marjo-Riitta Järvelin

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 5

Top Topics

Genome Wide Association Studies

Regression Model

Linkage Disequilibrium

Multiple Output

Top Venues

J. Mach. Learn. Res.

Publications

Luis G. Leal, Alessia David, Marjo-Riitta Järvelin, Sylvain Sebert, Minna Männikkö, Ville Karhunen, Eleanor Seaby, Clive J. Hoggart, Michael J. E. Sternberg
Identification of disease-associated loci using machine learning for genotype and network data integration. Bioinform. 35 (24) (2019)
Marika Kaakinen, Reedik Mägi, Krista Fischer, Jani Heikkinen, Marjo-Riitta Järvelin, Andrew P. Morris, Inga Prokopenko
MARV: a tool for genome-wide multi-phenotype analysis of rare variants. BMC Bioinform. 18 (1) (2017)
Matti Pirinen, Christian Benner, Pekka Marttinen, Marjo-Riitta Järvelin, Manuel A. Rivas, Samuli Ripatti
biMM: efficient estimation of genetic variances and covariances for cohorts with high-dimensional phenotype measurements. Bioinform. 33 (15) (2017)
Jussi Gillberg, Pekka Marttinen, Matti Pirinen, Antti J. Kangas, Pasi Soininen, Mehreen Ali, Aki S. Havulinna, Marjo-Riitta Järvelin, Mika Ala-Korpela, Samuel Kaski
Multiple Output Regression with Latent Noise. J. Mach. Learn. Res. 17 (2016)
Anna Cichonska, Juho Rousu, Pekka Marttinen, Antti J. Kangas, Pasi Soininen, Terho Lehtimäki, Olli T. Raitakari, Marjo-Riitta Järvelin, Veikko Salomaa, Mika Ala-Korpela, Samuli Ripatti, Matti Pirinen
metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis. Bioinform. 32 (13) (2016)
Pekka Marttinen, Matti Pirinen, Antti-Pekka Sarin, Jussi Gillberg, Johannes Kettunen, Ida Surakka, Antti J. Kangas, Pasi Soininen, Paul F. O'Reilly, Marika Kaakinen, Mika Kähönen, Terho Lehtimäki, Mika Ala-Korpela, Olli T. Raitakari, Veikko Salomaa, Marjo-Riitta Järvelin, Samuli Ripatti, Samuel Kaski
Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression. Bioinform. 30 (14) (2014)
Jussi Gillberg, Pekka Marttinen, Matti Pirinen, Antti J. Kangas, Pasi Soininen, Marjo-Riitta Järvelin, Mika Ala-Korpela, Samuel Kaski
Bayesian Information Sharing Between Noise And Regression Models Improves Prediction of Weak Effects. CoRR (2013)
Shu-Yi Su, Julian E. Asher, Marjo-Riitta Järvelin, Philippe Froguel, Alexandra I. F. Blakemore, David J. Balding, Lachlan J. M. Coin
Inferring combined CNV/SNP haplotypes from genotype data. Bioinform. 26 (11) (2010)