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Diffstat (limited to 'src/main/java/org/apache/commons/math3/stat/interval/BinomialConfidenceInterval.java')
-rw-r--r-- | src/main/java/org/apache/commons/math3/stat/interval/BinomialConfidenceInterval.java | 62 |
1 files changed, 62 insertions, 0 deletions
diff --git a/src/main/java/org/apache/commons/math3/stat/interval/BinomialConfidenceInterval.java b/src/main/java/org/apache/commons/math3/stat/interval/BinomialConfidenceInterval.java new file mode 100644 index 0000000..532679a --- /dev/null +++ b/src/main/java/org/apache/commons/math3/stat/interval/BinomialConfidenceInterval.java @@ -0,0 +1,62 @@ +/* + * 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.NumberIsTooLargeException; +import org.apache.commons.math3.exception.OutOfRangeException; +import org.apache.commons.math3.exception.NotPositiveException; +import org.apache.commons.math3.exception.NotStrictlyPositiveException; + +/** + * Interface to generate confidence intervals for a binomial proportion. + * + * @see <a + * href="http://en.wikipedia.org/wiki/Binomial_proportion_confidence_interval">Binomial + * proportion confidence interval (Wikipedia)</a> + * @since 3.3 + */ +public interface BinomialConfidenceInterval { + + /** + * Create a confidence interval for the true probability of success + * of an unknown binomial distribution with the given observed number + * of trials, successes and confidence level. + * <p> + * Preconditions: + * <ul> + * <li>{@code numberOfTrials} must be positive</li> + * <li>{@code numberOfSuccesses} may not exceed {@code numberOfTrials}</li> + * <li>{@code confidenceLevel} must be strictly between 0 and 1 (exclusive)</li> + * </ul> + * </p> + * + * @param numberOfTrials number of trials + * @param numberOfSuccesses number of successes + * @param confidenceLevel desired probability that the true probability of + * success falls within the returned interval + * @return Confidence interval containing the probability of success with + * probability {@code confidenceLevel} + * @throws NotStrictlyPositiveException if {@code numberOfTrials <= 0}. + * @throws NotPositiveException if {@code numberOfSuccesses < 0}. + * @throws NumberIsTooLargeException if {@code numberOfSuccesses > numberOfTrials}. + * @throws OutOfRangeException if {@code confidenceLevel} is not in the interval {@code (0, 1)}. + */ + ConfidenceInterval createInterval(int numberOfTrials, int numberOfSuccesses, double confidenceLevel) + throws NotStrictlyPositiveException, NotPositiveException, + NumberIsTooLargeException, OutOfRangeException; + +} |