/* * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You 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 org.apache.commons.math3.stat.interval; import org.apache.commons.math3.exception.MathIllegalArgumentException; import org.apache.commons.math3.exception.util.LocalizedFormats; /** * Represents an interval estimate of a population parameter. * * @since 3.3 */ public class ConfidenceInterval { /** Lower endpoint of the interval */ private double lowerBound; /** Upper endpoint of the interval */ private double upperBound; /** * The asserted probability that the interval contains the population * parameter */ private double confidenceLevel; /** * Create a confidence interval with the given bounds and confidence level. * <p> * Preconditions: * <ul> * <li>{@code lower} must be strictly less than {@code upper}</li> * <li>{@code confidenceLevel} must be strictly between 0 and 1 (exclusive)</li> * </ul> * </p> * * @param lowerBound lower endpoint of the interval * @param upperBound upper endpoint of the interval * @param confidenceLevel coverage probability * @throws MathIllegalArgumentException if the preconditions are not met */ public ConfidenceInterval(double lowerBound, double upperBound, double confidenceLevel) { checkParameters(lowerBound, upperBound, confidenceLevel); this.lowerBound = lowerBound; this.upperBound = upperBound; this.confidenceLevel = confidenceLevel; } /** * @return the lower endpoint of the interval */ public double getLowerBound() { return lowerBound; } /** * @return the upper endpoint of the interval */ public double getUpperBound() { return upperBound; } /** * @return the asserted probability that the interval contains the * population parameter */ public double getConfidenceLevel() { return confidenceLevel; } /** * @return String representation of the confidence interval */ @Override public String toString() { return "[" + lowerBound + ";" + upperBound + "] (confidence level:" + confidenceLevel + ")"; } /** * Verifies that (lower, upper) is a valid non-empty interval and confidence * is strictly between 0 and 1. * * @param lower lower endpoint * @param upper upper endpoint * @param confidence confidence level */ private void checkParameters(double lower, double upper, double confidence) { if (lower >= upper) { throw new MathIllegalArgumentException(LocalizedFormats.LOWER_BOUND_NOT_BELOW_UPPER_BOUND, lower, upper); } if (confidence <= 0 || confidence >= 1) { throw new MathIllegalArgumentException(LocalizedFormats.OUT_OF_BOUNDS_CONFIDENCE_LEVEL, confidence, 0, 1); } } }