summaryrefslogtreecommitdiff
path: root/src/main/java/org/apache/commons/math3/stat/interval/BinomialConfidenceInterval.java
diff options
context:
space:
mode:
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.java62
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;
+
+}