tachometer/lib/stats.d.ts

/**
 * @license
 * Copyright (c) 2019 The Polymer Project Authors. All rights reserved.
 * This code may only be used under the BSD style license found at
 * http://polymer.github.io/LICENSE.txt The complete set of authors may be found
 * at http://polymer.github.io/AUTHORS.txt The complete set of contributors may
 * be found at http://polymer.github.io/CONTRIBUTORS.txt Code distributed by
 * Google as part of the polymer project is also subject to an additional IP
 * rights grant found at http://polymer.github.io/PATENTS.txt
 */
import { BenchmarkResult } from './types';
export interface ConfidenceInterval {
    low: number;
    high: number;
}
export interface SummaryStats {
    size: number;
    mean: number;
    meanCI: ConfidenceInterval;
    variance: number;
    standardDeviation: number;
    relativeStandardDeviation: number;
}
export interface ResultStats {
    result: BenchmarkResult;
    stats: SummaryStats;
}
export interface ResultStatsWithDifferences extends ResultStats {
    differences: Array<Difference | null>;
}
export interface Difference {
    absolute: ConfidenceInterval;
    relative: ConfidenceInterval;
}
export declare function summaryStats(data: number[]): SummaryStats;
/**
 * Return whether the given confidence interval contains a value.
 */
export declare function intervalContains(interval: ConfidenceInterval, value: number): boolean;
export interface Horizons {
    absolute: number[];
    relative: number[];
}
/**
 * Return whether all difference confidence intervals are unambiguously located
 * on one side or the other of all given horizon values.
 *
 * For example, given the horizons 0 and 1:
 *
 *    <--->                   true
 *        <--->               false
 *            <--->           true
 *                <--->       false
 *                    <--->   true
 *        <----------->       false
 *
 *  |-------|-------|-------| ms difference
 * -1       0       1       2
 */
export declare function horizonsResolved(resultStats: ResultStatsWithDifferences[], horizons: Horizons): boolean;
/**
 * Given an array of results, return a new array of results where each result
 * has additional statistics describing how it compares to each other result.
 */
export declare function computeDifferences(stats: ResultStats[]): ResultStatsWithDifferences[];
export declare function computeDifference(a: SummaryStats, b: SummaryStats): Difference;