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Feature matrix normalization, transformation and calculation of ß-diversity in metagenomics: Theoretical and applied perspectives on your decisions

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A fair comparison
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Library preparation methodology can influence genomic and functional predictions in human microbiome research
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PROTEST: A PROcrustean Randomization TEST of community environment concordance
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A comprehensive evaluation of normalization methods for Illumina high-throughput RNA sequencing data analysis
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Estimating the total number of phosphoproteins and phosphorylation sites in eukaryotic proteomes
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The metagenomic data life-cycle: standards and best practices
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DAtest: a framework for choosing differential abundance or expression method
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Replicate or lie
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Impact of Sample Type and DNA Isolation Procedure on Genomic Inference of Microbiome Composition
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Differential expression analysis for sequence count data
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A scaling normalization method for differential expression analysis of RNA-seq data
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Statistical evaluation of methods for identification of differentially abundant genes in comparative metagenomics
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Comparative genome and phenotypic analysis of three Clostridioides difficile strains isolated from a single patient provide insight into multiple infection of C. difficile
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Comparison of normalization methods for the analysis of metagenomic gene abundance data
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Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
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Large-scale benchmarking reveals false discoveries and count transformation sensitivity in 16S rRNA gene amplicon data analysis methods used in microbiome studies
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Normalization and microbial differential abundance strategies depend upon data characteristics
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Enrichment of beneficial bacteria in the skin microbiota of bats persisting with white-nose syndrome
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Waste Not, Want Not: Why Rarefying Microbiome Data Is Inadmissible
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phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data
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MixMC: A Multivariate Statistical Framework to Gain Insight into Microbial Communities
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Guidelines to Statistical Analysis of Microbial Composition Data Inferred from Metagenomic Sequencing
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The Statistical Analysis of Compositional Data
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Predicting Species-Resolved Macronutrient Acquisition during Succession in a Model Phototrophic Biofilm Using an Integrated ‘Omics Approach
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Microbiome Datasets Are Compositional: And This Is Not Optional
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Analytical Tools and Databases for Metagenomics in the Next-Generation Sequencing Era
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Genetic evidence that Nkx2.2 acts primarily downstream of Neurog3 in pancreatic endocrine lineage development
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A phylogenetic transform enhances analysis of compositional microbiota data
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