moving-average


Online calculation of Exponential Moving Average for Node.js.

Also suports Moving Variance, Moving Deviation and Forecast.

The following online algorithm is implemented:

``
diff := x - mean
incr := alpha * diff
mean := mean + incr
variance := (1 - alpha) (variance + diff incr)
forecast := mean + alpha * diff
`

Install

`bash
$ npm install moving-average
`

Use

`javascript
var timeInterval = 5 60 1000; // 5 minutes

var MA = require('moving-average');
var ma = MA(timeInterval);

setInterval(function() {
ma.push(Date.now(), Math.random() * 500);
console.log('moving average now is', ma.movingAverage());
console.log('moving variance now is', ma.variance());
console.log('moving deviation now is', ma.deviation());
console.log('forecast is', ma.forecast());
});
``

License

MIT