RougeLM - Data Accompanying the Book "The Rogue's Guide to Linear Models"
Datasets and utilities for teaching linear models in the
context of the BetaBit StatPunk universe (WaszKrak, 2047). The
package provides simulated datasets based on the fictional
LifeCalc algorithmic scoring system, illustrating concepts such
as simple regression, ANOVA, ANCOVA, hierarchical models,
multicollinearity, model selection (AIC, BIC), and
regularisation (LASSO, Ridge). Each dataset is accompanied by a
narrative context connecting statistical methodology to
questions of algorithmic fairness and social consequence.
