Assessing a Spatial Boost Model for Quantitative Trait GWAS

DOI10.1007/978-3-319-12454-4_28zbMath1364.62260OpenAlexW625173007MaRDI QIDQ5266595

Ian Johnston, Yang Jin, Luís Carvalho

Publication date: 16 June 2017

Published in: Springer Proceedings in Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-12454-4_28

zbMATH Keywords

Bayesian hierarchical modelBayesian variable selectiongenomewide association studies (GWAS)spatial boost model

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Protein sequences, DNA sequences (92D20)

Cites Work

• Bayesian variable selection regression for genome-wide association studies and other large-scale problems
• Spike and slab variable selection: frequentist and Bayesian strategies
• EMVS: The EM Approach to Bayesian Variable Selection

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