diagnose

diagnose(
    max_gap_ratio=0.2,
    min_r2_score=0.5,
    max_avg_cv=0.15,
    max_max_cv=0.3,
    max_allowed_vif=5.0,
)

Runs statistical diagnostics to evaluate if the current sample size is sufficient.