filer/perf/simple-statistics/test/poisson_distribution.test.js

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2014-12-17 07:54:29 +00:00
var test = require('tape');
var ss = require('../');
function rnd(n) {
return parseFloat(n.toFixed(4));
}
// expected cumulative probabilities taken from Appendix 1, Table I of William W. Hines & Douglas C.
// Montgomery, "Probability and Statistics in Engineering and Management Science", Wiley (1980).
test('poisson_distribution', function(t) {
test('can return generate probability and cumulative probability distributions for lambda = 3.0', function(t) {
t.equal('object', typeof ss.poisson_distribution(3.0));
t.equal(rnd(ss.poisson_distribution(3.0)[3]), 0.2240, ss.epsilon);
t.end();
});
test('can generate probability and cumulative probability distributions for lambda = 4.0', function(t) {
t.equal('object', typeof ss.poisson_distribution(4.0));
t.equal(rnd(ss.poisson_distribution(4.0)[2]), 0.1465, ss.epsilon);
t.end();
});
test('can generate probability and cumulative probability distributions for lambda = 5.5', function(t) {
t.equal('object', typeof ss.poisson_distribution(5.5));
t.equal(rnd(ss.poisson_distribution(5.5)[7]), 0.1234, ss.epsilon);
t.end();
});
test('can generate probability and cumulative probability distributions for lambda = 9.5', function(t) {
t.equal('object', typeof ss.poisson_distribution(9.5));
t.equal(rnd(ss.poisson_distribution(9.5)[17]), 0.0088, ss.epsilon);
t.end();
});
test('can return null when lambda <= 0', function(t) {
t.equal(null, ss.poisson_distribution(0));
t.equal(null, ss.poisson_distribution(-10));
t.end();
});
t.end();
});