Files
wakapi-readme-stats/node_modules/vega-statistics/src/bootstrapCI.js
2020-07-28 00:48:25 +05:30

27 lines
568 B
JavaScript

import numbers from './numbers';
import {random} from './random';
import {ascending, quantile} from 'd3-array';
export default function(array, samples, alpha, f) {
if (!array.length) return [undefined, undefined];
var values = Float64Array.from(numbers(array, f)),
n = values.length,
m = samples,
a, i, j, mu;
for (j=0, mu=Array(m); j<m; ++j) {
for (a=0, i=0; i<n; ++i) {
a += values[~~(random() * n)];
}
mu[j] = a / n;
}
mu.sort(ascending);
return [
quantile(mu, alpha/2),
quantile(mu, 1-(alpha/2))
];
}