hglanz/r-data-generation

Synthetic Data Generation in R

Authors: Aditi Gajjar, Hunter Glanz

Resources:

• https://r-pkgs.org/
• https://scikit-learn.org/stable/datasets/sample_generators.html

Goals:

• make_classification() from sklearn
• make_regression() from sklearn
• datasets from here: https://mschroth.shinyapps.io/classificationapp/
• simulated data for ANOVA (this could be a wrapper or something for make_regression)
• "make_clustering" to simulate data for clustering
• generic single quantitative variable with specified shape, center, spread
• generic single categorical variable with specified number of levels and "shape" (?)