1 Marker mapping supplementary Z Li, HR Hallingbäck, S Abrahamsson, A Fries, BA Gull, MJ Sillanpää, ... | | |
30 Statistical methods for the genetic mapping of complex traits MJ Sillanpää, E Arjas CSC Report on Scientific Computing, 138, 0 | | |
A Bayesian Framework for Robust Quantitative Trait Locus Mapping and Outlier Detection CM Mutshinda, AJ Irwin, MJ Sillanpää The International Journal of Biostatistics 16 (2), 20190038, 2020 | 1 | 2020 |
A bayesian mixed regression based prediction of quantitative traits from molecular marker and gene expression data M Bhattacharjee, MJ Sillanpää PLoS One 6 (11), e26959, 2011 | 9 | 2011 |
A Bayesian multi-state model with data augmentation for estimating population size and effect of inbreeding on survival D Rondon, S Mäntyniemi, J Aspi, L Kvist, MJ Sillanpää Ecological Modelling 490, 110662, 2024 | | 2024 |
A Bayesian nonparametric approach for mapping dynamic quantitative traits Z Li, MJ Sillanpää Genetics 194 (4), 997-1016, 2013 | 34 | 2013 |
A decision rule for quantitative trait locus detection under the extended Bayesian LASSO model CM Mutshinda, MJ Sillanpää Genetics 192 (4), 1483-1491, 2012 | 14 | 2012 |
A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data J Vanhatalo, Z Li, MJ Sillanpää Bioinformatics 35 (19), 3684-3692, 2019 | 14 | 2019 |
A hierarchical Bayesian approach to multi-trait clinical quantitative trait locus modeling CM Mutshinda, N Noykova, MJ Sillanpää Frontiers in Genetics 3, 97, 2012 | 2 | 2012 |
A latent variable approach to multivariate quantitative trait loci B O'Hara, P Komulainen, O Savolainen, M Sillanpää Nature Precedings, 1-1, 2010 | 4 | 2010 |
A new insight to faba bean (Vicia faba L.) molecular breeding: Medicago truncatula-derived single nucleotide polymorphism. H Khazaei, DM O'Sullivan, MJ Sillanpää, FL Stoddard | | 2015 |
A note on estimating the posterior density of a quantitative trait locus from a Markov chain Monte Carlo sample FJ Hoti, MJ Sillanpää, L Holmström Genetic Epidemiology: The Official Publication of the International Genetic …, 2002 | 13 | 2002 |
A novel genomic region on chromosome 11 associated with fearfulness in dogs MJ Sillanpää, H Lohi | | 2020 |
A novel genomic region on chromosome 11 associated with fearfulness in dogs R Sarviaho, O Hakosalo, K Tiira, S Sulkama, JE Niskanen, MK Hytönen, ... Translational Psychiatry 10 (1), 169, 2020 | 18 | 2020 |
A novel linkage-disequilibrium corrected genomic relationship matrix for SNP-heritability estimation and genomic prediction B Mathew, J Léon, MJ Sillanpää Heredity 120 (4), 356-368, 2018 | 39 | 2018 |
A review of Bayesian variable selection methods: what, how and which RB O'hara, MJ Sillanpää | 966 | 2009 |
A robust multiple-locus method for quantitative trait locus analysis of non-normally distributed multiple traits Z Li, J Möttönen, MJ Sillanpää Heredity 115 (6), 556-564, 2015 | 19 | 2015 |
A unified approach to joint modeling of multiple quantitative and qualitative traits in gene mapping J Corander, MJ Sillanpää Journal of Theoretical Biology 218 (4), 435-446, 2002 | 19 | 2002 |
ACEt: an R package for estimating dynamic heritability and comparing twin models L He, J Pitkäniemi, K Silventoinen, MJ Sillanpää Behavior Genetics 47, 620-641, 2017 | 4 | 2017 |
Across breed multi‐trait random regression genomic predictions in the N ordic R ed dairy cattle ML Makgahlela, EA Mäntysaari, I Strandén, M Koivula, US Nielsen, ... Journal of animal breeding and genetics 130 (1), 10-19, 2013 | 63 | 2013 |