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The Block Bootstrap Method for Longitudinal Microbiome Data
Pratheepa Jeganathan, Benjamin J. Callahan, Diana M. Proctor +2
Microbial ecology serves as a foundation for a wide range of scientific and biomedical studies. Rapidly-evolving high-throughput sequencing technology enables the comprehensive sea…
Bayesian Nonparametric Ordination for the Analysis of Microbial Communities
Boyu Ren, Sergio Bacallado, Stefano Favaro +2
Human microbiome studies use sequencing technologies to measure the abundance of bacterial species or Operational Taxonomic Units (OTUs) in samples of biological material. Typicall…
Measures of dependence between random vectors and tests of independence. Literature review
Julie Josse, Susan Holmes
Simple correlation coefficients between two variables have been generalized to measure association between two matrices in many ways. Coefficients such as the RV coefficient, the d…
Multivariate data analysis: The French way
Susan Holmes
This paper presents exploratory techniques for multivariate data, many of them well known to French statisticians and ecologists, but few well understood in North American culture.…