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awesome-ambulatory-assessment's Introduction

Awesome Ambulatory Assessment

A curated list of awesome tools and resources for the research method of ambulatory assessment. This includes the experience sampling method (ESM) and ecological momentary assessment (EMA).

This is only a first draft, more to come!

Questionnaires for EMA

R Data Analysis Libraries

Data Cleaning

Mixed Models

  • lme4 - Linear Mixed-Effects Models using 'Eigen' and S4
  • nlme - Linear and Nonlinear Mixed Effects Models
  • lmerTest - Tests in Linear Mixed Effects Models

Multilevel Modeling

Plotting

  • qgraph - Graph Plotting Methods, Psychometric Data Visualization and Graphical Model Estimation
  • Bertin Matrices - Bertin matrices are a means to analyze structures in a matrix using two-dimensional display techniques.
  • ggplot2 - Elegant Graphics for Data Analysis

Resources

Contributing

Your contributions are always welcome! Please read the contribution guidelines first.

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