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Analysis of variance in uncertain environments

机译:分析不确定环境中的方差

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Abstract Testing one-way analysis of variance (ANOVA) is used for experimental data analysis in which there is a continuous response variable and a single independent classification variable. In this paper, we extend one-way ANOVA to a case where observed data are imprecise numbers rather than real numbers. Several fast computable formulas are calculated for symmetric triangular and normal fuzzy data. Similar to the classical testing ANOVA, the total observed variation in the response variable is explained as the sum of observed variation due to the effects of the classification variable and the observed variation due to random error. A real case is given to clarify the proposed method.
机译:摘要采用单因素方差分析(ANOVA)进行实验数据分析,该实验数据具有连续响应变量和单个独立分类变量。在本文中,我们将单向方差分析扩展到观测数据是不精确数字而不是实数的情况。针对对称三角形和正态模糊数据,计算了几个快速计算公式。与经典测试方差分析类似,将响应变量的总观测变化解释为归因于分类变量影响的观测变化与因随机误差导致的观测变化之和。给出了一个实际案例来阐明所提出的方法。

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