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
  • Multilevel Modeling
  • Power Analysis
  • Plotting
• Resources
• Contributing

Questionnaires for EMA

• MDMQ (EN) / MDBF (DE) - Multidimensional Mood State Questionnaire

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

• Multilevel Modeling in R - A Brief Introduction to R, the multilevel package and the nlme package

Contributing

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