// 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 Percentile(vals []float64, percent float64) float64 { if len(vals) == 0 { return math.NaN() } if percent <= 0 || percent > 100 { return math.NaN() } sort := Sort(vals) size := Size(vals) indx := (percent / 100) * float64(size) switch { case indx == Whole(indx): i := int(indx) return sort[i-1] case indx > 1: i := int(indx) return Mean([]float64{sort[i-1], sort[i]}) default: return math.NaN() } } func NearestRankPercentile(vals []float64, percent float64) float64 { if len(vals) == 0 { return math.NaN() } if percent <= 0 || percent > 100 { return math.NaN() } sort := Sort(vals) size := Size(vals) if percent == 100 { return sort[size-1] } r := int(math.Ceil(float64(size) * percent / 100)) if r == 0 { return sort[0] } return sort[r-1] }