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/*
 * 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.ranking;

/**
 * Strategies for handling tied values in rank transformations.
 * 
    *
  • SEQUENTIAL - Ties are assigned ranks in order of occurrence in the original array, * for example (1,3,4,3) is ranked as (1,2,4,3)
  • *
  • MINIMUM - Tied values are assigned the minimum applicable rank, or the rank * of the first occurrence. For example, (1,3,4,3) is ranked as (1,2,4,2)
  • *
  • MAXIMUM - Tied values are assigned the maximum applicable rank, or the rank * of the last occurrence. For example, (1,3,4,3) is ranked as (1,3,4,3)
  • *
  • AVERAGE - Tied values are assigned the average of the applicable ranks. * For example, (1,3,4,3) is ranked as (1,2.5,4,2.5)
  • *
  • RANDOM - Tied values are assigned a random integer rank from among the * applicable values. The assigned rank will always be an integer, (inclusively) * between the values returned by the MINIMUM and MAXIMUM strategies.
  • *
* * @since 2.0 */ public enum TiesStrategy { /** Ties assigned sequential ranks in order of occurrence */ SEQUENTIAL, /** Ties get the minimum applicable rank */ MINIMUM, /** Ties get the maximum applicable rank */ MAXIMUM, /** Ties get the average of applicable ranks */ AVERAGE, /** Ties get a random integral value from among applicable ranks */ RANDOM }




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