Simultaneous Discovery, Estimation and Prediction Analysis of Complex Traits Using a Bayesian Mixture Model
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DOI: 10.1371/journal.pgen.1004969
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References listed on IDEAS
- Clive J Hoggart & John C Whittaker & Maria De Iorio & David J Balding, 2008. "Simultaneous Analysis of All SNPs in Genome-Wide and Re-Sequencing Association Studies," PLOS Genetics, Public Library of Science, vol. 4(7), pages 1-8, July.
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- Malka Gorfine & Sonja I Berndt & Jenny Chang-Claude & Michael Hoffmeister & Loic Le Marchand & John Potter & Martha L Slattery & Nir Keret & Ulrike Peters & Li Hsu, 2017. "Heritability Estimation using a Regularized Regression Approach (HERRA): Applicable to continuous, dichotomous or age-at-onset outcome," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-19, August.
- Marion Patxot & Daniel Trejo Banos & Athanasios Kousathanas & Etienne J. Orliac & Sven E. Ojavee & Gerhard Moser & Alexander Holloway & Julia Sidorenko & Zoltan Kutalik & Reedik Mägi & Peter M. Vissch, 2021. "Probabilistic inference of the genetic architecture underlying functional enrichment of complex traits," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
- Cox Lwaka Tamba & Yuan-Li Ni & Yuan-Ming Zhang, 2017. "Iterative sure independence screening EM-Bayesian LASSO algorithm for multi-locus genome-wide association studies," PLOS Computational Biology, Public Library of Science, vol. 13(1), pages 1-20, January.
- Katharina B Böndel & Susanne A Kraemer & Toby Samuels & Deirdre McClean & Josianne Lachapelle & Rob W Ness & Nick Colegrave & Peter D Keightley, 2019. "Inferring the distribution of fitness effects of spontaneous mutations in Chlamydomonas reinhardtii," PLOS Biology, Public Library of Science, vol. 17(6), pages 1-24, June.
- Ganwen Zhang & Jianini Zhao & Jieru Wang & Guo Lin & Lin Li & Fengfei Ban & Meiting Zhu & Yangjun Wen & Jin Zhang, 2024. "An Improved Expectation–Maximization Bayesian Algorithm for GWAS," Mathematics, MDPI, vol. 12(13), pages 1-14, June.
- M. S. Clark & J. I. Hoffman & L. S. Peck & L. Bargelloni & D. Gande & C. Havermans & B. Meyer & T. Patarnello & T. Phillips & K. R. Stoof-Leichsenring & D. L. J. Vendrami & A. Beck & G. Collins & M. W, 2023. "Multi-omics for studying and understanding polar life," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
- Theo Meuwissen & Ben Hayes & Iona MacLeod & Michael Goddard, 2022. "Identification of Genomic Variants Causing Variation in Quantitative Traits: A Review," Agriculture, MDPI, vol. 12(10), pages 1-11, October.
- Gao Wang & Abhishek Sarkar & Peter Carbonetto & Matthew Stephens, 2020. "A simple new approach to variable selection in regression, with application to genetic fine mapping," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 82(5), pages 1273-1300, December.
- Ye, Mao & Zhang, Peng & Nie, Lizhen, 2018. "Clustering sparse binary data with hierarchical Bayesian Bernoulli mixture model," Computational Statistics & Data Analysis, Elsevier, vol. 123(C), pages 32-49.
- Carla Márquez-Luna & Steven Gazal & Po-Ru Loh & Samuel S. Kim & Nicholas Furlotte & Adam Auton & Alkes L. Price, 2021. "Incorporating functional priors improves polygenic prediction accuracy in UK Biobank and 23andMe data sets," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
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