daa-guide

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DAA method selection and results guide.

Authorshandley
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This guide helps researchers select the most appropriate differential abundance analysis (DAA) method and interpret results across LinDA, ZINB, Hurdle, NB, and LMM contexts, reducing confusion and misinterpretation.

Core Features & Use Cases

  • Evidence-based guidance on method selection, threshold choices, and result interpretation across common DAA pipelines.
  • Use cases include sparse microbiome data, longitudinal designs, and studies with unknown distributions, with concrete decision rules.

Quick Start

Follow the recommended workflow to choose a method, apply the standard thresholds per method, and interpret q-values in the context of study design.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Name: daa-guide
Download link: https://github.com/shandley/composable-daa/archive/main.zip#daa-guide

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