Efficient Bayesian approach for multilocus association mapping including gene-gene interactions

por Marttinen, Pekka, Corander, Jukka
Publicado 2010

Speciation trajectories in recombining bacterial species

por Marttinen, Pekka, Hanage, William P.
Publicado en PLoS Comput Biol (2017)

Bayesian clustering and feature selection for cancer tissue samples

por Myllykangas Samuel, Marttinen Pekka, Corander Jukka
Publicado 2009-03-01

Bayesian clustering and feature selection for cancer tissue samples

por Marttinen, Pekka, Myllykangas, Samuel, Corander, Jukka
Publicado 2009

Finite Adaptation and Multistep Moves in the Metropolis-Hastings Algorithm for Variable Selection in Genome-Wide Association Analysis

por Peltola, Tomi, Marttinen, Pekka, Vehtari, Aki
Publicado 2012

Enhanced Bayesian modelling in BAPS software for learning genetic structures of populations

por Corander, Jukka, Marttinen, Pekka, Sirén, Jukka, Tang, Jing
Publicado 2008

Modelling [Formula: see text] with historical weather information improves genomic prediction in new environments

por Gillberg, Jussi, Marttinen, Pekka, Mamitsuka, Hiroshi, Kaski, Samuel
Publicado en Bioinformatics (2019)

Robust extraction of functional signals from gene set analysis using a generalized threshold free scoring function

por Törönen, Petri, Ojala, Pauli J, Marttinen, Pekka, Holm, Liisa
Publicado 2009

Bayesian Variable Selection in Searching for Additive and Dominant Effects in Genome-Wide Data

por Peltola, Tomi, Marttinen, Pekka, Jula, Antti, Salomaa, Veikko, Perola, Markus, Vehtari, Aki
Publicado 2012

Bayesian modeling of recombination events in bacterial populations

por Marttinen, Pekka, Baldwin, Adam, Hanage, William P, Dowson, Chris, Mahenthiralingam, Eshwar, Corander, Jukka
Publicado 2008

Recombination produces coherent bacterial species clusters in both core and accessory genomes

por Marttinen, Pekka, Croucher, Nicholas J., Gutmann, Michael U., Corander, Jukka, Hanage, William P.
Publicado en Microb Genom (2015)

biMM: efficient estimation of genetic variances and covariances for cohorts with high-dimensional phenotype measurements

por Pirinen, Matti, Benner, Christian, Marttinen, Pekka, Järvelin, Marjo-Riitta, Rivas, Manuel A, Ripatti, Samuli
Publicado en Bioinformatics (2017)

Efficient Inference of Recent and Ancestral Recombination within Bacterial Populations

por Mostowy, Rafal, Croucher, Nicholas J., Andam, Cheryl P., Corander, Jukka, Hanage, William P., Marttinen, Pekka
Publicado en Mol Biol Evol (2017)

Detection of recombination events in bacterial genomes from large population samples

por Marttinen, Pekka, Hanage, William P., Croucher, Nicholas J., Connor, Thomas R., Harris, Simon R., Bentley, Stephen D., Corander, Jukka
Publicado 2012

Dynamics and impact of homologous recombination on the evolution of Legionella pneumophila

por David, Sophia, Sánchez-Busó, Leonor, Harris, Simon R., Marttinen, Pekka, Rusniok, Christophe, Buchrieser, Carmen, Harrison, Timothy G., Parkhill, Julian
Publicado en PLoS Genet (2017)

Correction: Dynamics and impact of homologous recombination on the evolution of Legionella pneumophila

por David, Sophia, Sánchez-Busó, Leonor, Harris, Simon R., Marttinen, Pekka, Rusniok, Christophe, Buchrieser, Carmen, Harrison, Timothy G., Parkhill, Julian
Publicado en PLoS Genet (2017)

A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation

por Järvenpää, Marko, Sater, Mohamad R. Abdul, Lagoudas, Georgia K., Blainey, Paul C., Miller, Loren G., McKinnell, James A., Huang, Susan S., Grad, Yonatan H., Marttinen, Pekka
Publicado en PLoS Comput Biol (2019)

metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis

por Cichonska, Anna, Rousu, Juho, Marttinen, Pekka, Kangas, Antti J., Soininen, Pasi, Lehtimäki, Terho, Raitakari, Olli T., Järvelin, Marjo-Riitta, Salomaa, Veikko, Ala-Korpela, Mika, Ripatti, Samuli, Pirinen, Matti
Publicado en Bioinformatics (2016)

Cluster analysis to estimate the risk of preeclampsia in the high-risk Prediction and Prevention of Preeclampsia and Intrauterine Growth Restriction (PREDO) study

por Villa, Pia M., Marttinen, Pekka, Gillberg, Jussi, Lokki, A. Inkeri, Majander, Kerttu, Ordén, Maija-Riitta, Taipale, Pekka, Pesonen, Anukatriina, Räikkönen, Katri, Hämäläinen, Esa, Kajantie, Eero, Laivuori, Hannele
Publicado en PLoS One (2017)

Phylogeographic variation in recombination rates within a global clone of methicillin-resistant Staphylococcus aureus

por Castillo-Ramírez, Santiago, Corander, Jukka, Marttinen, Pekka, Aldeljawi, Mona, Hanage, William P, Westh, Henrik, Boye, Kit, Gulay, Zeynep, Bentley, Stephen D, Parkhill, Julian, Holden, Matthew T, Feil, Edward J
Publicado 2012