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stats-online

Stats! Online.

screen shot 2016-04-27 at 14 52 43

"Online" algorithms are algorithms can process input piece by piece without needing to know the size of the entire set. This is a collection of online stats algorithms for calculating standard deviation, variance, mean, and a minimum sample size using Student's T-Distribution to identify minimum sample sizes.

Installation

Install with npm by using: npm install stats-online

Use

Mean

var stats = require('stats-online');
 
// calculating the average online 
var foo = new stats.incrementer();
for (var i = 0; i < 10; i++){
  foo.push(i);
  console.log(foo.mean());
}

Variance

var stats = require('stats-online');
// calculating the variance online 
var foo = new stats.incrementer();
for (var i = 0; i < 10; i++){
  foo.push(i);
  console.log(foo.variance());
}

Standard Deviation

var stats = require('stats-online');
 
// calculating the standard deviation online 
var foo = new stats.incrementer();
for (var i = 0; i < 10; i++){
  foo.push(i);
  console.log(foo.standardDeviation());
}

Sample Size

var stats = require('stats-online');
// calculating the minimum sample size online 
var foo = new stats.incrementer();
for (var i = 0; i < 10; i++){
  foo.push(i);
  foo.push(i);
  foo.push(i);
  console.log(foo.minimumSample());
  console.log(foo.sufficientSampleSize());
}