Stochastic variational variable selection for high-dimensional microbiome data

[1] Visconti A(2019)Interplay between the human gut microbiome and host metabolism Nat Commun. 10 1-10

[2] Le Roy CI(2020)Imprinting of the immune system by the microbiota early in life Mucosal Immunol. 13 183-189

[3] Rosa F(2018)Host-linked soil viral ecology along a permafrost thaw gradient Nat Microbiol. 3 870-880

[4] Rossi N(2019)Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 Nat Biotechnol. 37 852-857

[5] Martin TC(2012)Dirichlet multinomial mixtures: generative models for microbial metagenomics PLoS ONE. 7 e30126-1775

[6] Mohney RP(2020)Maturation of the gut microbiome during the first year of life contributes to the protective farm effect on childhood asthma Nat Med. 26 1766-315

[7] Al Nabhani Z(2020)Statin therapy is associated with lower prevalence of gut microbiota dysbiosis Nature. 581 310-1087

[8] Eberl G(2020)Genome-wide associations of human gut microbiome variation and implications for causal inference analyses Nat Microbiol. 5 1079-8

[9] Emerson JB(2017)Stress and stability: applying the Anna Karenina principle to animal microbiomes Nat Microbiol. 2 1-186

[10] Roux S(2008)Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models Biometrika. 95 169-370

[1] Visconti A(2019)Interplay between the human gut microbiome and host metabolism Nat Commun. 10 1-10

[2] Le Roy CI(2020)Imprinting of the immune system by the microbiota early in life Mucosal Immunol. 13 183-189

[3] Rosa F(2018)Host-linked soil viral ecology along a permafrost thaw gradient Nat Microbiol. 3 870-880

[4] Rossi N(2019)Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 Nat Biotechnol. 37 852-857

[5] Martin TC(2012)Dirichlet multinomial mixtures: generative models for microbial metagenomics PLoS ONE. 7 e30126-1775

[6] Mohney RP(2020)Maturation of the gut microbiome during the first year of life contributes to the protective farm effect on childhood asthma Nat Med. 26 1766-315

[7] Al Nabhani Z(2020)Statin therapy is associated with lower prevalence of gut microbiota dysbiosis Nature. 581 310-1087

[8] Eberl G(2020)Genome-wide associations of human gut microbiome variation and implications for causal inference analyses Nat Microbiol. 5 1079-8

[9] Emerson JB(2017)Stress and stability: applying the Anna Karenina principle to animal microbiomes Nat Microbiol. 2 1-186

[10] Roux S(2008)Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models Biometrika. 95 169-370