add expr

expr.ts

@@ -0,0 +1,9 @@
+import pl from "npm:nodejs-polars"
+
+export function residuals(x: pl.Expr, y: pl.Expr): pl.Expr {
+    const xM = x.minus(x.mean())
+    const yM = y.minus(y.mean())
+    const xMSQ = xM.pow(2)
+    const beta = xM.dot(yM).div(xMSQ.sum())
+    return yM.minus(beta.mul(xM))
+}