Inferring combined CNV/SNP haplotypes from genotype data. - Shu-Yi Su; Julian E. Asher; Marjo-Riitta Järvelin; Philippe Froguel; Alexandra I. F. Blakemore; David J. Balding; Lachlan J. M. Coin (Bioinform., 2010)

Bayesian Information Sharing Between Noise And Regression Models Improves Prediction of Weak Effects. - Jussi Gillberg; Pekka Marttinen; Matti Pirinen; Antti J. Kangas; Pasi Soininen; Marjo-Riitta Järvelin; Mika Ala-Korpela; Samuel Kaski (CoRR, 2013)

Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression. - 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; et al. (Bioinform., 2014)

metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis. - 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 (Bioinform., 2016)

Multiple Output Regression with Latent Noise. - Jussi Gillberg; Pekka Marttinen; Matti Pirinen; Antti J. Kangas; Pasi Soininen; Mehreen Ali; Aki S. Havulinna; Marjo-Riitta Järvelin; Mika Ala-Korpela; Samuel Kaski (J. Mach. Learn. Res., 2016)

biMM: efficient estimation of genetic variances and covariances for cohorts with high-dimensional phenotype measurements. - Matti Pirinen; Christian Benner; Pekka Marttinen; Marjo-Riitta Järvelin; Manuel A. Rivas; Samuli Ripatti (Bioinform., 2017)

MARV: a tool for genome-wide multi-phenotype analysis of rare variants. - Marika Kaakinen; Reedik Mägi; Krista Fischer; Jani Heikkinen; Marjo-Riitta Järvelin; Andrew P. Morris; Inga Prokopenko (BMC Bioinform., 2017)

Identification of disease-associated loci using machine learning for genotype and network data integration. - Luis G. Leal; Alessia David; Marjo-Riitta Järvelin; Sylvain Sebert; Minna Männikkö; Ville Karhunen; Eleanor Seaby; Clive J. Hoggart; Michael J. E. Sternberg (Bioinform., 2019)