about
Simultaneous estimation of multiple quantitative trait loci and growth curve parameters through hierarchical Bayesian modelingBayesian LASSO, scale space and decision making in association geneticsIntegrated enrichment analysis of variants and pathways in genome-wide association studies indicates central role for IL-2 signaling genes in type 1 diabetes, and cytokine signaling genes in Crohn's diseaseEstimation of quantitative trait locus effects with epistasis by variational Bayes algorithmsA decision rule for quantitative trait locus detection under the extended Bayesian LASSO model.Systems mapping: how to improve the genetic mapping of complex traits through design principles of biological systems.Fast genomic predictions via Bayesian G-BLUP and multilocus models of threshold traits including censored Gaussian data.BAYESIAN SHRINKAGE METHODS FOR PARTIALLY OBSERVED DATA WITH MANY PREDICTORS.Effectiveness of shrinkage and variable selection methods for the prediction of complex human traits using data from distantly related individuals.Data-adaptive Shrinkage via the Hyperpenalized EM Algorithm.Accuracy of predicting the genetic risk of disease using a genome-wide approach.A variational Bayes algorithm for fast and accurate multiple locus genome-wide association analysis.Genomic breeding value prediction using three Bayesian methods and application to reduced density marker panels.pLARmEB: integration of least angle regression with empirical Bayes for multilocus genome-wide association studies.Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markersGenomewide multiple-loci mapping in experimental crosses by iterative adaptive penalized regressionBeyond missing heritability: prediction of complex traitsFast empirical Bayesian LASSO for multiple quantitative trait locus mapping.Hierarchical likelihood opens a new way of estimating genetic values using genome-wide dense marker mapsThe impact of genetic architecture on genome-wide evaluation methodsMapping interacting QTL for count phenotypes using hierarchical Poisson and binomial models: an application to reproductive traits in miceNonparametric Bayesian variable selection with applications to multiple quantitative trait loci mapping with epistasis and gene-environment interactionGenomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensionsComparison of five methods for genomic breeding value estimation for the common dataset of the 15th QTL-MAS Workshop.Bayesian genomic-enabled prediction as an inverse problemClinical and genetic predictors of weight gain in patients diagnosed with breast cancer.Bayesian analysis of genetic interactions in case-control studies, with application to adiponectin genes and colorectal cancer risk.Estimates of marker effects for measures of milk flow in the Italian brown Swiss dairy cattle population.Mapping quantitative traits and strategies to find quantitative trait genes.Polygenic modeling with bayesian sparse linear mixed models.Empirical Bayesian LASSO-logistic regression for multiple binary trait locus mapping.Leveraging prior information to detect causal variants via multi-variant regression.Genomic-Enabled Prediction Based on Molecular Markers and Pedigree Using the Bayesian Linear Regression Package in R.The Bayesian lasso for genome-wide association studies.A comparison of methods for whole-genome QTL mapping using dense markers in four livestock species.Application of multi-SNP approaches Bayesian LASSO and AUC-RF to detect main effects of inflammatory-gene variants associated with bladder cancer risk.Improving the computational efficiency of fully Bayes inference and assessing the effect of misspecification of hyperparameters in whole-genome prediction models.Empirical Bayesian elastic net for multiple quantitative trait locus mapping.Mapping quantitative trait loci using the MCMC procedure in SASLocal environment and density-dependent feedbacks determine population growth in a forest herb.
P2860
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P2860
description
2008 nî lūn-bûn
@nan
2008年の論文
@ja
2008年論文
@yue
2008年論文
@zh-hant
2008年論文
@zh-hk
2008年論文
@zh-mo
2008年論文
@zh-tw
2008年论文
@wuu
2008年论文
@zh
2008年论文
@zh-cn
name
Bayesian LASSO for quantitative trait loci mapping
@ast
Bayesian LASSO for quantitative trait loci mapping
@en
type
label
Bayesian LASSO for quantitative trait loci mapping
@ast
Bayesian LASSO for quantitative trait loci mapping
@en
prefLabel
Bayesian LASSO for quantitative trait loci mapping
@ast
Bayesian LASSO for quantitative trait loci mapping
@en
P2860
P1433
P1476
Bayesian LASSO for quantitative trait loci mapping
@en
P2093
Nengjun Yi
Shizhong Xu
P2860
P304
P356
10.1534/GENETICS.107.085589
P407
P577
2008-05-27T00:00:00Z