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Home > Statistical Analysis of Microbiome Data > Statistical Methods for Feature Identification in Microbiome Studies
Statistical Analysis of Microbiome Data |
Somnath Datta; Subharup Guha
Springer International Publishing
Statistical Analysis of Microbiome Data
Statistical Methods for Feature Identification in Microbiome Studies
Authors

Peng Liu; Emily Goren; Paul Morris; David Walker; Chong Wang

ARI Id

1665346868285_6028213

Access

Not Available Free

Pages

175-192

DOI

10.1007/978-3-030-73351-3_7

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-73351-3_7

Table of Contents of Book
Showing 1 to 20 of 21 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-xiv
Front Matter
1-1
Denoising Methods for Inferring Microbiome Community Content and Abundance
Karin S. Dorman; Xiyu Peng; Yudi Zhang
3-25
Statistical and Computational Methods for Analysis of Shotgun Metagenomics Sequencing Data
Hongzhe Li; Haotian Zheng
27-43
Bioinformatics Pre-Processing of Microbiome Data with An Application to Metagenomic Forensics
Samuel Anyaso-Samuel; Archie Sachdeva; Subharup Guha; Somnath Datta
45-78
Front Matter
79-79
Statistical Methods for Pairwise Comparison of Metagenomic Samples
Kai Song; Fengzhu Sun
81-99
Beta Diversity and Distance-Based Analysis of Microbiome Data
Anna M. Plantinga; Michael C. Wu
101-127
Front Matter
129-129
Joint Models for Repeatedly Measured Compositional and Normally Distributed Outcomes
Ivonne Martin; Hae-Won Uh; Jeanine Houwing-Duistermaat
131-173
Statistical Methods for Feature Identification in Microbiome Studies
Peng Liu; Emily Goren; Paul Morris; David Walker; Chong Wang
175-192
Statistical Methods for Analyzing Tree-Structured Microbiome Data
Tao Wang; Hongyu Zhao
193-220
A Log-Linear Model for Inference on Bias in Microbiome Studies
Ni Zhao; Glen A. Satten
221-246
Front Matter
247-247
Dirichlet-Multinomial Regression Models with Bayesian Variable Selection for Microbiome Data
Matthew D. Koslovsky; Marina Vannucci
249-270
A Bayesian Approach to Restoring the Duality Between Principal Components of a Distance Matrix and Operational Taxonomic Units in Microbiome Analyses
Subharup Guha; Somnath Datta
271-291
Front Matter
293-293
Tree Variable Selection for Paired Case–Control Studies with Application to Microbiome Data
Min Lu; Hemant Ishwaran
295-310
Networks for Compositional Data
Jing Ma; Kun Yue; Ali Shojaie
311-336
Correction to: A Log-Linear Model for Inference on Bias in Microbiome Studies
Ni Zhao; Glen A. Satten
C1-C1
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 21 entries
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