// Copyright © 2016 Abcum Ltd // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. package math import "math" func Quartile(vals []float64) (float64, float64, float64) { if len(vals) == 0 { return math.NaN(), math.NaN(), math.NaN() } l := len(vals) switch { case l%2 == 0: c1 := l / 2 c2 := l / 2 sort := Sort(vals) return Median(sort[:c1]), Median(sort), Median(sort[c2:]) default: c1 := (l - 1) / 2 c2 := c1 + 1 sort := Sort(vals) return Median(sort[:c1]), Median(sort), Median(sort[c2:]) } } func InterQuartileRange(vals []float64) float64 { if len(vals) == 0 { return math.NaN() } q1, _, q3 := Quartile(vals) return q3 - q1 }