Works matching AU Sillanpää, Mikko J.

Results: 79

Hierarchical Bayesian Model for Rare Variant Association Analysis Integrating Genotype Uncertainty in Human Sequence Data.

Published in:

Genetic Epidemiology, 2015, v. 39, n. 2, p. 89, doi. 10.1002/gepi.21871

By:

He, Liang;
Pitkäniemi, Janne;
Sarin, Antti‐Pekka;
Salomaa, Veikko;
Sillanpää, Mikko J.;
Ripatti, Samuli

Publication type:

Article

Bayesian Latent Variable Collapsing Model for Detecting Rare Variant Interaction Effect in Twin Study.

Published in:

Genetic Epidemiology, 2014, v. 38, n. 4, p. 310, doi. 10.1002/gepi.21804

By:

He, Liang;
Sillanpää, Mikko J.;
Ripatti, Samuli;
Pitkäniemi, Janne

Publication type:

Article

Bayesian analysis of multilocus association in quantitative and qualitative traits.

Published in:

Genetic Epidemiology, 2003, v. 25, n. 2, p. 122, doi. 10.1002/gepi.10257

By:

Riika Kilpikari;
Mikko J. Sillanpää

Publication type:

Article

A note on estimating the posterior density of a quantitative trait locus from a Markov chain Monte Carlo sample.

Published in:

Genetic Epidemiology, 2002, v. 22, n. 4, p. 369, doi. 10.1002/gepi.01125

By:

Hoti, Fabian J.;
Sillanpää, Mikko J.;
Holmström, Lasse

Publication type:

Article

Bayesian oligogenic analysis of quantitative and qualitative traits in general pedigrees.

Published in:

Genetic Epidemiology, 2001, v. 21, n. 3, p. 224, doi. 10.1002/gepi.1031

By:

Uimari, Pekka;
Sillanpää, Mikko J.

Publication type:

Article

Bayesian Association Mapping for Quantitative Traits in a Mixture of Two Populations.

Published in:

Genetic Epidemiology, 2001, v. 21, p. S692, doi. 10.1002/gepi.2001.21.s1.s692

By:

Sillanpää, Mikko J.;
Kilpikari, Riika;
Ripatti, Samuli;
Onkamo, Päivi;
Uimari, Pekka

Publication type:

Article

Joint Modeling of Genetic Association and Population Stratification Using Latent Class Models.

Published in:

Genetic Epidemiology, 2001, v. 21, p. S409, doi. 10.1002/gepi.2001.21.s1.s409

By:

Ripatti, Samuli;
Pitkäniemi, Janne;
Sillanpää, Mikko J.

Publication type:

Article

NeuralLasso: Neural Networks Meet Lasso in Genomic Prediction.

Published in:

Frontiers in Plant Science, 2022, v. 13, p. 1, doi. 10.3389/fpls.2022.800161

By:

Mathew, Boby;
Hauptmann, Andreas;
Léon, Jens;
Sillanpää, Mikko J.

Publication type:

Article

Genome‐wide association study identified novel candidate loci affecting wood formation in Norway spruce.

Published in:

Plant Journal, 2019, v. 100, n. 1, p. 83, doi. 10.1111/tpj.14429

By:

Baison, John;
Vidalis, Amaryllis;
Zhou, Linghua;
Chen, Zhi‐Qiang;
Li, Zitong;
Sillanpää, Mikko J.;
Bernhardsson, Carolina;
Scofield, Douglas;
Forsberg, Nils;
Grahn, Thomas;
Olsson, Lars;
Karlsson, Bo;
Wu, Harry;
Ingvarsson, Pär K.;
Lundqvist, Sven‐Olof;
Niittylä, Totte;
García‐Gil, M Rosario

Publication type:

Article

Mobile road weather sensor calibration by sensor fusion and linear mixed models.

Published in:

PLoS ONE, 2019, v. 14, n. 2, p. 1, doi. 10.1371/journal.pone.0211702

By:

Lovén, Lauri;
Karsisto, Virve;
Järvinen, Heikki;
Sillanpää, Mikko J.;
Leppänen, Teemu;
Peltonen, Ella;
Pirttikangas, Susanna;
Riekki, Jukka

Publication type:

Article

Impact of residual covariance structures on genomic prediction ability in multi-environment trials.

Published in:

PLoS ONE, 2018, v. 13, n. 7, p. 1, doi. 10.1371/journal.pone.0201181

By:

Mathew, Boby;
Léon, Jens;
Sillanpää, Mikko J.

Publication type:

Article

Model guided trait-specific co-expression network estimation as a new perspective for identifying molecular interactions and pathways.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 5, p. 1, doi. 10.1371/journal.pcbi.1008960

By:

Kontio, Juho A. J.;
Pyhäjärvi, Tanja;
Sillanpää, Mikko J.

Publication type:

Article

BAPS 2: enhanced possibilities for the analysis of genetic population structure.

Published in:

Bioinformatics, 2004, v. 20, n. 15, p. 2363, doi. 10.1093/bioinformatics/bth250

By:

Jukka Corander;
Patrik Waldmann;
Pekka Marttinen;
Mikko J. Sillanpää

Publication type:

Article

Mathematics-assisted mapping in analysis of medical disease.

Published in:

Annals of Medicine, 2002, v. 34, n. 4, p. 291, doi. 10.1080/078538902320322556

By:

Sillanpää, Mikko J.

Publication type:

Article

Bayesian LASSO, Scale Space and Decision Making in Association Genetics.

Published in:

PLoS ONE, 2015, v. 10, n. 4, p. 1, doi. 10.1371/journal.pone.0120017

By:

Pasanen, Leena;
Holmström, Lasse;
Sillanpää, Mikko J.

Publication type:

Article

Associations between Variation in CHRNA5-CHRNA3-CHRNB4, Body Mass Index and Blood Pressure in the Northern Finland Birth Cohort 1966.

Published in:

PLoS ONE, 2012, v. 7, n. 9, p. 1, doi. 10.1371/journal.pone.0046557

By:

Kaakinen, Marika;
Ducci, Francesca;
Sillanpää, Mikko J.;
Läärä, Esa;
Järvelin, Marjo-Riitta;
Crawford, Dana C.

Publication type:

Article

A Bayesian Mixed Regression Based Prediction of Quantitative Traits from Molecular Marker and Gene Expression Data.

Published in:

PLoS ONE, 2011, v. 6, n. 11, p. 1, doi. 10.1371/journal.pone.0026959

By:

Bhattacharjee, Madhuchhanda;
Sillanpää, Mikko J.

Publication type:

Article

Dispersal in a house sparrow metapopulation: An integrative case study of genetic assignment calibrated with ecological data and pedigree information.

Published in:

Molecular Ecology, 2021, v. 30, n. 19, p. 4740, doi. 10.1111/mec.16083

By:

Saatoglu, Dilan;
Niskanen, Alina K.;
Kuismin, Markku;
Ranke, Peter S.;
Hagen, Ingerid J.;
Araya‐Ajoy, Yimen G.;
Kvalnes, Thomas;
Pärn, Henrik;
Rønning, Bernt;
Ringsby, Thor Harald;
Sæther, Bernt‐Erik;
Husby, Arild;
Sillanpää, Mikko J.;
Jensen, Henrik

Publication type:

Article

Estimation of covariance and precision matrix, network structure, and a view toward systems biology.

Published in:

WIREs: Computational Statistics, 2017, v. 9, n. 6, p. n/a, doi. 10.1002/wics.1415

By:

Kuismin, Markku O.;
Sillanpää, Mikko J.

Publication type:

Article

Professor Elja Arjas: A prominent figure in establishing statistics in Finland.

Published in:

Scandinavian Journal of Statistics, 2023, v. 50, n. 1, p. 1, doi. 10.1111/sjos.12631

By:

Kulathinal, Sangita;
Peltonen, Jaakko;
Sillanpää, Mikko J.

Publication type:

Article

Editorial.

Published in:

Scandinavian Journal of Statistics, 2022, v. 49, n. 1, p. 1, doi. 10.1111/sjos.12579

By:

Kulathinal, Sangita;
Peltonen, Jaakko;
Sillanpää, Mikko J.

Publication type:

Article

Network hub gene detection using the entire solution path information.

Published in:

Genetics, 2025, v. 229, n. 1, p. 1, doi. 10.1093/genetics/iyae187

By:

Kuismin, Markku;
Sillanpää, Mikko J

Publication type:

Article

Estimating Linear and Nonlinear Gene Coexpression Networks by Semiparametric Neighborhood Selection.

Published in:

Genetics, 2020, v. 215, n. 3, p. 597, doi. 10.1534/genetics.120.303186

By:

Kontio, Juho A. J.;
Rinta-aho, Marko J.;
Sillanpää, Mikko J.

Publication type:

Article

Scalable Nonparametric Prescreening Method for Searching Higher-Order Genetic Interactions Underlying Quantitative Traits.

Published in:

Genetics, 2019, v. 213, n. 4, p. 1209, doi. 10.1534/genetics.119.302658

By:

Kontio, Juho A. J.;
Sillanpää, Mikko J.

Publication type:

Article

Detection of Epistasis for Flowering Time Using Bayesian Multilocus Estimation in a Barley MAGIC Population.

Published in:

Genetics, 2018, v. 208, n. 2, p. 525, doi. 10.1534/genetics.117.300546

By:

Mathew, Boby;
Léon, Jens;
Sannemann, Wiebke;
Sillanpää, Mikko J.

Publication type:

Article

Estimating Modifying Effect of Age on Genetic and Environmental Variance Components in Twin Models.

Published in:

Genetics, 2016, v. 202, n. 4, p. 1313, doi. 10.1534/genetics.115.183905

By:

Liang He;
Sillanpää, Mikko J.;
Silventoinen, Karri;
Kaprio, Jaakko;
Pitkäniemi, Janne

Publication type:

Article

An Efficient Genome-Wide Multilocus Epistasis Search.

Published in:

Genetics, 2015, v. 201, n. 3, p. 865, doi. 10.1534/genetics.115.182444

By:

Kärkkäinen, Hanni P.;
Zitong Li;
Sillanpää, Mikko J.

Publication type:

Article

A Bayesian Nonparametric Approach for Mapping Dynamic Quantitative Traits.

Published in:

Genetics, 2013, v. 194, n. 4, p. 997, doi. 10.1534/genetics.113.152736

By:

Zitong Li;
Sillanpää, Mikko J.

Publication type:

Article

A Decision Rule for Quantitative Trait Locus Detection Under the Extended Bayesian LASSO Model.

Published in:

Genetics, 2012, v. 192, n. 4, p. 1483, doi. 10.1534/genetics.111.130278

By:

Mutshinda, Crispin M.;
Sillanpää, Mikko J.

Publication type:

Article

Back to Basics for Bayesian Model Building in Genomic Selection.

Published in:

Genetics, 2012, v. 191, n. 3, p. 969, doi. 10.1534/genetics.112.139014

By:

Kärkkäinen, Hanni P.;
Sillanpää, Mikko J.

Publication type:

Article

Estimation of Quantitative Trait Locus Effects with Epistasis by Variational Bayes Algorithms.

Published in:

Genetics, 2012, v. 190, n. 1, p. 231, doi. 10.1534/genetics.111.134866

By:

Zitong Li;
Sillanpää, Mikko J.

Publication type:

Article

Bayesian Inference of Genetic Parameters Based on Conditional Decompositions of Multivariate Normal Distributions.

Published in:

Genetics, 2010, v. 185, n. 2, p. 645, doi. 10.1534/genetics.110.114249

By:

Hallander, Jon;
Waldmann, Patrik;
Chunkao Wang;
Sillanpää, Mikko J.

Publication type:

Article

Bayesian Quantitative Trait Locus Mapping Based on Reconstruction of Recent Genetic Histories.

Published in:

Genetics, 2009, v. 183, n. 2, p. 709, doi. 10.1534/genetics.109.104190

By:

Gasbarra, Dario;
Pirinen, Matti;
Sillanpää, Mikko J.;
Arjas, Elja

Publication type:

Article

Efficient Markov Chain Monte Carlo Implementation of Bayesian Analysis of Additive and Dominance Genetic Variances in Noninbred Pedigrees.

Published in:

Genetics, 2008, v. 179, n. 2, p. 1101, doi. 10.1534/genetics.107.084160

By:

Waldmann, Patrik;
Hallander, Jon;
Hoti, Fabian;
Sillanpää, Mikko J.

Publication type:

Article

Mapping Quantitative Trait Loci From a Single-Tail Sample of the Phenotype Distribution Including Survival Data.

Published in:

Genetics, 2007, v. 177, n. 4, p. 2361, doi. 10.1534/genetics.107.081299

By:

Sillanpää, Mikko J.;
Hoti, Fabian

Publication type:

Article

Association Mapping of Complex Trait Loci With Context-Dependent Effects and Unknown Context Variable.

Published in:

Genetics, 2006, v. 174, n. 3, p. 1597, doi. 10.1534/genetics.106.061275

By:

Sillanpää, Mikko J.;
Bhattacharjee, Madhuchhanda

Publication type:

Article

Bayesian Association-Based Fine Mapping in Small Chromosomal Segments.

Published in:

Genetics, 2005, v. 169, n. 1, p. 427, doi. 10.1534/genetics.104.032680

By:

Sillanpää, Mikko J.;
Bhattacharjee, Madhuchhanda

Publication type:

Article

Comment on "On the Metropolis-Hastings Acceptance Probability to Add or Drop a Quantitative Trait Locus in Markov Chain Monte Carlo-Based Bayesian Analyses.

Published in:

2004

By:

Sillanpää, Mikko J.;
Gasbarra, Dario;
Arjas, Elja

Publication type:

Letter

Bayesian Analysis of Genetic Differentiation Between Populations.

Published in:

Genetics, 2003, v. 163, n. 1, p. 367, doi. 10.1093/genetics/163.1.367

By:

Corander, Jukka;
Waldmann, Patrik;
Sillanpää, Mikko J.

Publication type:

Article

Gradient Boosted Regression Trees for Modelling Onset of Austenite Decomposition During Cooling of Steels.

Published in:

Metallurgical & Materials Transactions. Part B, 2023, v. 54, n. 4, p. 1705, doi. 10.1007/s11663-023-02782-9

By:

Luukkonen, Juho;
Pohjonen, Aarne;
Louhenkilpi, Seppo;
Miettinen, Jyrki;
Sillanpää, Mikko J.;
Laitinen, Erkki

Publication type:

Article

Estimating multilevel regional variation in excess mortality of cancer patients using integrated nested Laplace approximation.

Published in:

2019

By:

Seppä, Karri;
Rue, Håvard;
Hakulinen, Timo;
Läärä, Esa;
Sillanpää, Mikko J.;
Pitkäniemi, Janne

Publication type:

journal article

EDISON: An Edge-Native Method and Architecture for Distributed Interpolation.

Published in:

Sensors (14248220), 2021, v. 21, n. 7, p. 2279, doi. 10.3390/s21072279

By:

Lovén, Lauri;
Lähderanta, Tero;
Ruha, Leena;
Peltonen, Ella;
Launonen, Ilkka;
Sillanpää, Mikko J.;
Riekki, Jukka;
Pirttikangas, Susanna;
Picone, Marco

Publication type:

Article

Genetic analysis of complex traits via Bayesian variable selection: the utility of a mixture of uniform priors.

Published in:

Genetics Research, 2011, v. 93, n. 4, p. 303, doi. 10.1017/S0016672311000164

By:

KNÜRR, TIMO;
LÄÄRÄ, ESA;
SILLANPÄÄ, MIKKO J.

Publication type:

Article

An application of Bayesian QTL mapping to early development in double haploid lines of rainbow trout including environmental effects.

Published in:

Genetics Research, 2005, v. 86, n. 3, p. 209, doi. 10.1017/s0016672305007871

By:

VICTOR MARTINEZ;
GARY THORGAARD;
BARRIE ROBISON;
MIKKO J. SILLANPÄÄ

Publication type:

Article

Genetic assignment of individuals to source populations using network estimation tools.

Published in:

Methods in Ecology & Evolution, 2020, v. 11, n. 2, p. 333, doi. 10.1111/2041-210X.13323

By:

Kuismin, Markku;
Saatoglu, Dilan;
Niskanen, Alina K.;
Jensen, Henrik;
Sillanpää, Mikko J.;
Gaggiotti, Oscar

Publication type:

Article

Rapid Bayesian inference of heritability in animal models without convergence problems.

Published in:

Methods in Ecology & Evolution, 2013, v. 4, n. 11, p. 1037, doi. 10.1111/2041-210X.12113

By:

Ahlinder, Jon;
Sillanpää, Mikko J.;
Hadfield, Jarod

Publication type:

Article

Hierarchical deconvolution for incoherent scatter radar data.

Published in:

Atmospheric Measurement Techniques, 2022, v. 15, n. 12, p. 3843, doi. 10.5194/amt-15-3843-2022

By:

Ross, Snizhana;
Arjas, Arttu;
Virtanen, Ilkka I.;
Sillanpää, Mikko J.;
Roininen, Lassi;
Hauptmann, Andreas

Publication type:

Article

Robustness of Bayesian Multilocus Association Models to Cryptic Relatedness.

Published in:

Annals of Human Genetics, 2012, v. 76, n. 6, p. 510, doi. 10.1111/j.1469-1809.2012.00729.x

By:

Kärkkäinen, Hanni P.;
Sillanpää, Mikko J.

Publication type:

Article

Replication in genetic studies of complex traits.

Published in:

Annals of Human Genetics, 2004, v. 68, n. 6, p. 646, doi. 10.1046/j.1529-8817.2004.00122.x

By:

Sillanpää, Mikko J.;
Auranen, Kari

Publication type:

Article

Modelling old‐age retirement: An adaptive multi‐outcome LAD‐lasso regression approach.

Published in:

International Social Security Review, 2022, v. 75, n. 1, p. 3, doi. 10.1111/issr.12287

By:

Lähderanta, Tero;
Salonen, Janne;
Möttönen, Jyrki;
Sillanpää, Mikko J.

Publication type:

Article