moving-average-arima/dist/example/browser/example-browser-async.js

ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting

"use strict";
var ARIMAPromise = require('../../async'); // Change '../../async' to 'arima/async'
ARIMAPromise.then(function (ARIMA) {
    var ts = Array(10).fill(0).map(function (_, i) { return i + Math.random() / 5; });
    var arima = new ARIMA({ p: 2, d: 1, q: 2, P: 0, D: 0, Q: 0, S: 0, verbose: false }).train(ts);
    var _a = arima.predict(10), pred = _a[0], errors = _a[1];
    document.getElementById('output').innerText = "\nAsync compilation\n\nData:\n" + ts.join('\n') + "\n\nPredictions:\n" + pred.join('\n') + "\n\nErrors:\n" + errors.join('\n') + "\n";
});