als-statistics/goldens/test.js

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

import { describe, it } from 'node:test';
import { getData } from './get-data.js';
import { testDescriptive, testCorrelation, testCompareMeans, testReliability, testRegression, testCDF, testClustering } from './tests/index.js'
const files = getData()


describe('ALS Statistics vs Golden JSON (Python/Numpy/SciPy)', () => {
   for (const g of files) {

      describe(`Golden: (kind=${g?.meta?.kind}, rows=${g?.meta?.rows})`, () => {
         testDescriptive(g) // --- Descriptive stats ---
         testCorrelation(g) // --- Correlate ---
         testCompareMeans(g) // --- Compare Means ---
         testReliability(g) // --- Reliability (Cronbach) ---
         testRegression(g) // --- Regression (Linear) ---
         testCDF(g) // --- CDF ---
         testClustering(g)
      });
   }
});