the-stats-duck v0.7 — a regression in every GROUP BY

v0.7 of our open-source DuckDB statistics extension adds lm_fit: an OLS aggregate that fits one regression per GROUP BY group, with heteroskedasticity- and cluster-robust standard errors (HC0–HC3, CR0/CR1). Plus a portable bootstrap and a new linear-algebra kernel underneath.