Lista de obras - Mikko J Sillanpää - Dominio Público Uruguay

A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data

artículo científico publicado en 2019

A bayesian mixed regression based prediction of quantitative traits from molecular marker and gene expression data.

artículo científico publicado en 2011

A decision rule for quantitative trait locus detection under the extended Bayesian LASSO model.

artículo científico publicado en 2012

A hierarchical bayesian approach to multi-trait clinical quantitative trait locus modeling.

artículo científico publicado en 2012

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

artículo científico publicado en 2002

A novel genomic region on chromosome 11 associated with fearfulness in dogs

artículo científico publicado en 2020

A novel linkage-disequilibrium corrected genomic relationship matrix for SNP-heritability estimation and genomic prediction.

artículo científico publicado en 2017

A robust multiple-locus method for quantitative trait locus analysis of non-normally distributed multiple traits.

artículo científico publicado en 2015

ACEt: An R Package for Estimating Dynamic Heritability and Comparing Twin Models.

artículo científico publicado en 2017

Across breed multi-trait random regression genomic predictions in the Nordic Red dairy cattle.

artículo científico publicado en 2012

Advanced backcross-QTL analysis in spring barley (H. vulgare ssp. spontaneum) comparing a REML versus a Bayesian model in multi-environmental field trials

artículo científico publicado en 2009

An Efficient Genome-Wide Multilocus Epistasis Search

artículo científico publicado en 2015

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

scientific article published on 01 December 2005

Analysis of phenotypic- and Estimated Breeding Values (EBV) to dissect the genetic architecture of complex traits in a Scots pine three-generation pedigree design

scientific article published on 10 November 2018

Associations between variation in CHRNA5-CHRNA3-CHRNB4, body mass index and blood pressure in the Northern Finland Birth Cohort 1966

artículo científico publicado en 2012

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

artículo científico publicado en 2004

Back to basics for Bayesian model building in genomic selection.

artículo científico publicado en 2012

Backward simulation of ancestors of sampled individuals.

artículo científico publicado en 2005

Bayesian LASSO, scale space and decision making in association genetics

artículo científico publicado en 2015

Bayesian Mapping of Multiple Quantitative Trait Loci From Incomplete Inbred Line Cross Data ⬇️

artículo científico publicado el 1 de marzo de 1998

Bayesian adaptive Markov chain Monte Carlo estimation of genetic parameters ⬇️

artículo científico publicado el 18 de julio de 2012

Bayesian analysis of genetic differentiation between populations.

artículo científico publicado en 2003

Bayesian association-based fine mapping in small chromosomal segments.

artículo científico publicado en 2004

Bayesian biomarker identification based on marker-expression proteomics data.

artículo científico publicado en 2008

Bayesian inference of genetic parameters based on conditional decompositions of multivariate normal distributions.

artículo científico publicado en 2010

Bayesian latent variable collapsing model for detecting rare variant interaction effect in twin study.

artículo científico publicado en 2014

Bayesian mapping of genotype x expression interactions in quantitative and qualitative traits.

artículo científico publicado en 2006

Bayesian prediction of breeding values by accounting for genotype-by-environment interaction in self-pollinating crops.

artículo científico publicado en 2009

Bayesian shrinkage analysis of QTLs under shape-adaptive shrinkage priors, and accurate re-estimation of genetic effects.

artículo científico publicado en 2011

CONE: Community Oriented Network Estimation Is a Versatile Framework for Inferring Population Structure in Large Scale Sequencing Data.

artículo científico publicado en 2017

Combined linkage disequilibrium and linkage mapping: Bayesian multilocus approach

artículo científico publicado en 2013

Constructing the parental linkage phase and the genetic map over distances <1 cM using pooled haploid DNA

artículo científico publicado en 2005

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

artículo científico publicado en 2017

Dynamic Quantitative Trait Locus Analysis of Plant Phenomic Data

artículo científico publicado en 2015

Efficient Markov chain Monte Carlo implementation of Bayesian analysis of additive and dominance genetic variances in noninbred pedigrees

artículo científico publicado en 2008

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

artículo científico publicado en 2016

Estimating genealogies from unlinked marker data: a Bayesian approach

artículo científico publicado en 2007

Estimating haplotype frequencies by combining data from large DNA pools with database information.

artículo científico publicado en 2011

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

article

Estimating population haplotype frequencies from pooled DNA samples using PHASE algorithm.

artículo científico publicado en 2008

Estimation of additive genetic and environmental sources of quantitative trait variation using data on married couples and their siblings

artículo científico publicado en 2008

Estimation of quantitative trait locus effects with epistasis by variational Bayes algorithms

artículo científico publicado en 2012

Fast genomic predictions via Bayesian G-BLUP and multilocus models of threshold traits including censored Gaussian data.

artículo científico publicado en 2013

Functional multi-locus QTL mapping of temporal trends in Scots pine wood traits

artículo científico publicado en 2014

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

artículo científico publicado el 18 de julio de 2011

Genetic basis of climatic adaptation in scots pine by bayesian quantitative trait locus analysis

artículo científico publicado en 2000

Genetic heterogeneity underlying variation in a locally adaptive clinal trait in Pinus sylvestris revealed by a Bayesian multipopulation analysis

artículo científico publicado en 2016

Genetic parameters for claw health and feet and leg conformation traits in Finnish Ayrshire cows.

artículo científico publicado en 2012

Hierarchical modeling of clinical and expression quantitative trait loci.

artículo científico publicado en 2008

Impact of prior specifications in a shrinkage-inducing Bayesian model for quantitative trait mapping and genomic prediction

artículo científico publicado en 2013

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

artículo científico publicado en 2018

Joint modeling of genetic association and population stratification using latent class models.

artículo científico publicado en 2001

Mapping quantitative trait loci from a single-tail sample of the phenotype distribution including survival data.

artículo científico publicado en 2007

Mathematics-assisted mapping in analysis of medical disease.

artículo científico publicado en 2002

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

scientific article published on 07 February 2019

Model choice in gene mapping: what and why.

artículo científico publicado en 2002

Multiple QTL mapping in related plant populations via a pedigree-analysis approach

scientific article published on 07 March 2002

Multiplexed massively parallel SELEX for characterization of human transcription factor binding specificities

artículo científico publicado en 2010

On statistical methods for estimating heritability in wild populations ⬇️

artículo científico publicado el 17 de febrero de 2011

Overview of techniques to account for confounding due to population stratification and cryptic relatedness in genomic data association analyses.

artículo científico publicado en 2010

Prediction of complex human diseases from pathway-focused candidate markers by joint estimation of marker effects: case of chronic fatigue syndrome

artículo científico publicado en 2015

Prioritizing covariates in the planning of future studies in the meta-analytic framework. ⬇️

artículo científico publicado en 2016

Reparametrization-based estimation of genetic parameters in multi-trait animal model using Integrated Nested Laplace Approximation.

artículo científico publicado en 2015

Replication in genetic studies of complex traits.

artículo científico publicado en 2004

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

scientific article published on 04 October 2019

Simultaneous estimation of multiple quantitative trait loci and growth curve parameters through hierarchical Bayesian modeling ⬇️

artículo científico publicado el 27 de julio de 2011

Stochastic search variable selection based on two mixture components and continuous-scale weighting

artículo científico publicado en 2018

Swift block-updating EM and pseudo-EM procedures for Bayesian shrinkage analysis of quantitative trait loci.

artículo científico publicado en 2012

The Collaborative Cross, a community resource for the genetic analysis of complex traits

article

Two novel genomic regions associated with fearfulness in dogs overlap human neuropsychiatric loci

artículo científico publicado en 2019

Use of Wishart Prior and Simple Extensions for Sparse Precision Matrix Estimation

artículo científico publicado en 2016

Use of synteny to identify candidate genes underlying QTL controlling stomatal traits in faba bean (Vicia faba L.).

artículo científico publicado en 2014

Using the unified relationship matrix adjusted by breed-wise allele frequencies in genomic evaluation of a multibreed population

artículo científico publicado en 2013

Lista de obras de Mikko J Sillanpää

A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data

A bayesian mixed regression based prediction of quantitative traits from molecular marker and gene expression data.

A decision rule for quantitative trait locus detection under the extended Bayesian LASSO model.

A hierarchical bayesian approach to multi-trait clinical quantitative trait locus modeling.

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

A novel genomic region on chromosome 11 associated with fearfulness in dogs

A novel linkage-disequilibrium corrected genomic relationship matrix for SNP-heritability estimation and genomic prediction.

A robust multiple-locus method for quantitative trait locus analysis of non-normally distributed multiple traits.

ACEt: An R Package for Estimating Dynamic Heritability and Comparing Twin Models.

Across breed multi-trait random regression genomic predictions in the Nordic Red dairy cattle.

Advanced backcross-QTL analysis in spring barley (H. vulgare ssp. spontaneum) comparing a REML versus a Bayesian model in multi-environmental field trials

An Efficient Genome-Wide Multilocus Epistasis Search

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

Analysis of phenotypic- and Estimated Breeding Values (EBV) to dissect the genetic architecture of complex traits in a Scots pine three-generation pedigree design

Associations between variation in CHRNA5-CHRNA3-CHRNB4, body mass index and blood pressure in the Northern Finland Birth Cohort 1966

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

Back to basics for Bayesian model building in genomic selection.

Backward simulation of ancestors of sampled individuals.

Bayesian LASSO, scale space and decision making in association genetics

Bayesian Mapping of Multiple Quantitative Trait Loci From Incomplete Inbred Line Cross Data ⬇️

Bayesian adaptive Markov chain Monte Carlo estimation of genetic parameters ⬇️

Bayesian analysis of genetic differentiation between populations.

Bayesian association-based fine mapping in small chromosomal segments.

Bayesian biomarker identification based on marker-expression proteomics data.

Bayesian inference of genetic parameters based on conditional decompositions of multivariate normal distributions.

Bayesian latent variable collapsing model for detecting rare variant interaction effect in twin study.

Bayesian mapping of genotype x expression interactions in quantitative and qualitative traits.

Bayesian prediction of breeding values by accounting for genotype-by-environment interaction in self-pollinating crops.

Bayesian shrinkage analysis of QTLs under shape-adaptive shrinkage priors, and accurate re-estimation of genetic effects.

CONE: Community Oriented Network Estimation Is a Versatile Framework for Inferring Population Structure in Large Scale Sequencing Data.

Combined linkage disequilibrium and linkage mapping: Bayesian multilocus approach

Constructing the parental linkage phase and the genetic map over distances <1 cM using pooled haploid DNA

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

Dynamic Quantitative Trait Locus Analysis of Plant Phenomic Data

Efficient Markov chain Monte Carlo implementation of Bayesian analysis of additive and dominance genetic variances in noninbred pedigrees

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

Estimating genealogies from unlinked marker data: a Bayesian approach

Estimating haplotype frequencies by combining data from large DNA pools with database information.

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

Estimating population haplotype frequencies from pooled DNA samples using PHASE algorithm.

Estimation of additive genetic and environmental sources of quantitative trait variation using data on married couples and their siblings

Estimation of quantitative trait locus effects with epistasis by variational Bayes algorithms

Fast genomic predictions via Bayesian G-BLUP and multilocus models of threshold traits including censored Gaussian data.

Functional multi-locus QTL mapping of temporal trends in Scots pine wood traits

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

Genetic basis of climatic adaptation in scots pine by bayesian quantitative trait locus analysis

Genetic heterogeneity underlying variation in a locally adaptive clinal trait in Pinus sylvestris revealed by a Bayesian multipopulation analysis

Genetic parameters for claw health and feet and leg conformation traits in Finnish Ayrshire cows.

Hierarchical modeling of clinical and expression quantitative trait loci.

Impact of prior specifications in a shrinkage-inducing Bayesian model for quantitative trait mapping and genomic prediction

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

Joint modeling of genetic association and population stratification using latent class models.

Mapping quantitative trait loci from a single-tail sample of the phenotype distribution including survival data.

Mathematics-assisted mapping in analysis of medical disease.

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

Model choice in gene mapping: what and why.

Multiple QTL mapping in related plant populations via a pedigree-analysis approach

Multiplexed massively parallel SELEX for characterization of human transcription factor binding specificities

On statistical methods for estimating heritability in wild populations ⬇️

Overview of techniques to account for confounding due to population stratification and cryptic relatedness in genomic data association analyses.

Prediction of complex human diseases from pathway-focused candidate markers by joint estimation of marker effects: case of chronic fatigue syndrome

Prioritizing covariates in the planning of future studies in the meta-analytic framework. ⬇️

Reparametrization-based estimation of genetic parameters in multi-trait animal model using Integrated Nested Laplace Approximation.

Replication in genetic studies of complex traits.

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

Simultaneous estimation of multiple quantitative trait loci and growth curve parameters through hierarchical Bayesian modeling ⬇️

Stochastic search variable selection based on two mixture components and continuous-scale weighting

Swift block-updating EM and pseudo-EM procedures for Bayesian shrinkage analysis of quantitative trait loci.

The Collaborative Cross, a community resource for the genetic analysis of complex traits

Two novel genomic regions associated with fearfulness in dogs overlap human neuropsychiatric loci

Use of Wishart Prior and Simple Extensions for Sparse Precision Matrix Estimation

Use of synteny to identify candidate genes underlying QTL controlling stomatal traits in faba bean (Vicia faba L.).

Using the unified relationship matrix adjusted by breed-wise allele frequencies in genomic evaluation of a multibreed population