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als-statistics

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Modular JS statistics toolkit for Node.js and the browser: descriptive stats, correlations (Pearson/Spearman/Kendall), t-tests & ANOVA (Student/Welch), reliability (Cronbach’s alpha), regression (linear/logistic), clustering (DBSCAN/HDBSCAN), and table/co

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import { describe, it } from 'node:test'; import assert from 'node:assert'; import Stats from '../../lib/descriptive/index.js'; function approx(a,b,eps=1e-12){ assert.ok(Math.abs(a-b)<=eps*(1+Math.max(Math.abs(a),Math.abs(b))),`~${b}, got ${a}`); } describe('Descriptive.zScore', () => { it('uses mean, not stdDev twice', () => { const values = [0, 1, 2, 3, 4]; // mean=2, std≈1.5811 const stdDev = Stats.stdDev({ values }); const mean = Stats.mean({ values }); const z = Stats.zScore({ stdDev, mean, values }, 4); // (4-2)/std ≈ 1.264911064 approx(z, (4-mean)/stdDev, 1e-12); }); });