A compilation of code, publications and other relevant information related to data analysis. Several topics are covered here, particularly data visualization and statistical modeling.
Main language: R
Useful code that one might always insist in forgetting when having to use the bash prompt.
Main sections:
- BASICS
- Accuracy, power and clinical significance
- Causal inference
- Classification
- Clustering
- Data imputation
- Data manipulation
- Data randomization
- Data visualization (plots, tables, maps...)
- Bayesian statistical approach
- Frequentist statistical approach
Guidelines, blog posts, scientific publications and other literature/references related to data analysis.
Templates to use in data analysis.
Making R work in your machine.
Training in R prepared by myself and others.
Note: this is a work in progress