EDITORIAL
Published on 25 Aug 2020
Editorial: Statistical and Computational Methods for Microbiome Multi-Omics Data
doi 10.3389/fgene.2020.00927
- 2,269 views
- 1 citation
- Frontiers in Genetics
- Statistical Genetics and Methodology
- Research Topics
- Statistical and Computational Methods for Microbiome Multi-Omics Data
Statistical and Computational Methods for Microbiome Multi-Omics Data
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Articles
ORIGINAL RESEARCH
Published on 13 Mar 2020
An Information-Based Approach for Mediation Analysis on High-Dimensional Metagenomic Data
doi 10.3389/fgene.2020.00148
- 5,946 views
- 15 citations
ORIGINAL RESEARCH
Published on 21 Nov 2019
Reads Binning Improves Alignment-Free Metagenome Comparison
doi 10.3389/fgene.2019.01156
- 5,420 views
- 17 citations
REVIEW
Published on 08 Nov 2019
Microbiome Multi-Omics Network Analysis: Statistical Considerations, Limitations, and Opportunities
doi 10.3389/fgene.2019.00995
- 36,879 views
- 127 citations
TECHNOLOGY AND CODE
Published on 07 Nov 2019
A Generic Multivariate Framework for the Integration of Microbiome Longitudinal Studies With Other Data Types
doi 10.3389/fgene.2019.00963
- 15,420 views
- 47 citations
REVIEW
Published on 28 Aug 2019
Multitable Methods for Microbiome Data Integration
doi 10.3389/fgene.2019.00627
- 13,158 views
- 28 citations
REVIEW
Published on 25 Jun 2019
A Review and Tutorial of Machine Learning Methods for Microbiome Host Trait Prediction
doi 10.3389/fgene.2019.00579
- 35,677 views
- 143 citations
ORIGINAL RESEARCH
Published on 06 Jun 2019
Microbial Networks in SPRING - Semi-parametric Rank-Based Correlation and Partial Correlation Estimation for Quantitative Microbiome Data
doi 10.3389/fgene.2019.00516
- 9,362 views
- 90 citations
ORIGINAL RESEARCH
Published on 17 May 2019
Multi-Omic Analysis of the Microbiome and Metabolome in Healthy Subjects Reveals Microbiome-Dependent Relationships Between Diet and Metabolites
doi 10.3389/fgene.2019.00454
- 32,996 views
- 117 citations
METHODS
Published on 16 May 2019
A Distance-Based Kernel Association Test Based on the Generalized Linear Mixed Model for Correlated Microbiome Studies
doi 10.3389/fgene.2019.00458
- 5,374 views
- 43 citations
ORIGINAL RESEARCH
Published on 24 Apr 2019
An Adaptive Multivariate Two-Sample Test With Application to Microbiome Differential Abundance Analysis
doi 10.3389/fgene.2019.00350
- 8,316 views
- 13 citations
