Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
Published 2017 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models
Authors
Keywords
-
Journal
Nature Communications
Volume 8, Issue 1, Pages -
Publisher
Springer Nature
Online
2017-08-31
DOI
10.1038/s41467-017-00470-2
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Variational Inference: A Review for Statisticians
- (2017) David M. Blei et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Genome-wide association analysis identifies novel blood pressure loci and offers biological insights into cardiovascular risk
- (2017) Helen R Warren et al. NATURE GENETICS
- Genome-wide association study of prostate-specific antigen levels identifies novel loci independent of prostate cancer
- (2017) Thomas J. Hoffmann et al. Nature Communications
- Genome-wide association study identifies three novel loci in Fuchs endothelial corneal dystrophy
- (2017) Natalie A. Afshari et al. Nature Communications
- Using information of relatives in genomic prediction to apply effective stratified medicine
- (2017) S. Hong Lee et al. Scientific Reports
- Multikernel linear mixed models for complex phenotype prediction
- (2016) Omer Weissbrod et al. GENOME RESEARCH
- The genetic architecture of type 2 diabetes
- (2016) Christian Fuchsberger et al. NATURE
- Developing and evaluating polygenic risk prediction models for stratified disease prevention
- (2016) Nilanjan Chatterjee et al. NATURE REVIEWS GENETICS
- Winner's Curse Correction and Variable Thresholding Improve Performance of Polygenic Risk Modeling Based on Genome-Wide Association Study Summary-Level Data
- (2016) Jianxin Shi et al. PLoS Genetics
- Improving Phenotypic Prediction by Combining Genetic and Epigenetic Associations
- (2015) Sonia Shah et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Joint Analysis of Psychiatric Disorders Increases Accuracy of Risk Prediction for Schizophrenia, Bipolar Disorder, and Major Depressive Disorder
- (2015) Robert Maier et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Genomic prediction of complex human traits: relatedness, trait architecture and predictive meta-models
- (2015) A. Spiliopoulou et al. HUMAN MOLECULAR GENETICS
- The contribution of rare variation to prostate cancer heritability
- (2015) Nicholas Mancuso et al. NATURE GENETICS
- A large genome-wide association study of age-related macular degeneration highlights contributions of rare and common variants
- (2015) Lars G Fritsche et al. NATURE GENETICS
- A gene-based association method for mapping traits using reference transcriptome data
- (2015) Eric R Gamazon et al. NATURE GENETICS
- Accuracy of Whole-Genome Prediction Using a Genetic Architecture-Enhanced Variance-Covariance Matrix
- (2015) Zhe Zhang et al. G3-Genes Genomes Genetics
- Cross-Population Joint Analysis of eQTLs: Fine Mapping and Functional Annotation
- (2015) Xiaoquan Wen et al. PLoS Genetics
- A Flexible, Efficient Binomial Mixed Model for Identifying Differential DNA Methylation in Bisulfite Sequencing Data
- (2015) Amanda J. Lea et al. PLoS Genetics
- Simultaneous Discovery, Estimation and Prediction Analysis of Complex Traits Using a Bayesian Mixture Model
- (2015) Gerhard Moser et al. PLoS Genetics
- Penalized Multimarker vs. Single-Marker Regression Methods for Genome-Wide Association Studies of Quantitative Traits
- (2014) H. Yi et al. GENETICS
- MultiBLUP: improved SNP-based prediction for complex traits
- (2014) Doug Speed et al. GENOME RESEARCH
- Transcriptome and genome sequencing uncovers functional variation in humans
- (2013) Tuuli Lappalainen et al. NATURE
- Projecting the performance of risk prediction based on polygenic analyses of genome-wide association studies
- (2013) Nilanjan Chatterjee et al. NATURE GENETICS
- Discovery and refinement of loci associated with lipid levels
- (2013) Cristen J Willer et al. NATURE GENETICS
- Bayesian non-parametrics and the probabilistic approach to modelling
- (2013) Z. Ghahramani PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Prediction of Complex Human Traits Using the Genomic Best Linear Unbiased Predictor
- (2013) Gustavo de los Campos et al. PLoS Genetics
- Polygenic Modeling with Bayesian Sparse Linear Mixed Models
- (2013) Xiang Zhou et al. PLoS Genetics
- Accelerating Improvement of Livestock with Genomic Selection
- (2013) Theo Meuwissen et al. Annual Review of Animal Biosciences
- GENCODE: The reference human genome annotation for The ENCODE Project
- (2012) J. Harrow et al. GENOME RESEARCH
- Genome-wide association study dissects the genetic architecture of oil biosynthesis in maize kernels
- (2012) Hui Li et al. NATURE GENETICS
- Using probabilistic estimation of expression residuals (PEER) to obtain increased power and interpretability of gene expression analyses
- (2012) Oliver Stegle et al. Nature Protocols
- Animal QTLdb: an improved database tool for livestock animal QTL/association data dissemination in the post-genome era
- (2012) Zhi-Liang Hu et al. NUCLEIC ACIDS RESEARCH
- Bayesian variable selection regression for genome-wide association studies and other large-scale problems
- (2011) Yongtao Guan et al. Annals of Applied Statistics
- Extension of the bayesian alphabet for genomic selection
- (2011) David Habier et al. BMC BIOINFORMATICS
- Using the genomic relationship matrix to predict the accuracy of genomic selection
- (2011) M.E. Goddard et al. JOURNAL OF ANIMAL BREEDING AND GENETICS
- A tutorial on Bayesian nonparametric models
- (2011) Samuel J. Gershman et al. JOURNAL OF MATHEMATICAL PSYCHOLOGY
- Beyond Missing Heritability: Prediction of Complex Traits
- (2011) Robert Makowsky et al. PLoS Genetics
- The Bayesian lasso for genome-wide association studies
- (2010) Jiahan Li et al. BIOINFORMATICS
- Hundreds of variants clustered in genomic loci and biological pathways affect human height
- (2010) Hana Lango Allen et al. NATURE
- Common SNPs explain a large proportion of the heritability for human height
- (2010) Jian Yang et al. NATURE GENETICS
- Genetic Architecture of Complex Traits and Accuracy of Genomic Prediction: Coat Colour, Milk-Fat Percentage, and Type in Holstein Cattle as Contrasting Model Traits
- (2010) Ben J. Hayes et al. PLoS Genetics
- Accuracy of genomic selection using stochastic search variable selection in Australian Holstein Friesian dairy cattle
- (2009) KLARA L. VERBYLA et al. Genetics Research
- Invited review: Genomic selection in dairy cattle: Progress and challenges
- (2009) B.J. Hayes et al. JOURNAL OF DAIRY SCIENCE
- Finding the missing heritability of complex diseases
- (2009) Teri A. Manolio et al. NATURE
- A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies
- (2009) Bryan N. Howie et al. PLoS Genetics
- Genomic selection: prediction of accuracy and maximisation of long term response
- (2008) Mike Goddard GENETICA
- Bayesian LASSO for Quantitative Trait Loci Mapping
- (2008) Nengjun Yi et al. GENETICS
- The Bayesian Lasso
- (2008) Trevor Park et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Predicting Unobserved Phenotypes for Complex Traits from Whole-Genome SNP Data
- (2008) Sang Hong Lee et al. PLoS Genetics
- Simultaneous Analysis of All SNPs in Genome-Wide and Re-Sequencing Association Studies
- (2008) Clive J. Hoggart et al. PLoS Genetics
- Practical Issues in Imputation-Based Association Mapping
- (2008) Yongtao Guan et al. PLoS Genetics
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started