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the-shape-of-distribution-english

如果将大量数据画成光滑的次数分布曲线,则可以认为:

  • 算术平均数是数据分布的重心或平衡点
  • 中数正好把分布分成相等的两半
  • 分布的最高点对应众数

If a large amount of data is plotted as a smooth frequency distribution curve, it can be considered that:

  • The arithmetic mean is the center of gravity or equilibrium point of a data distribution.
  • The median exactly divides the distribution into two equal halves.
  • The highest point of the distribution corresponds to the mode.

正偏态分布中,算术平均数>中数>众数;负偏态分布中,算术平均数<中数<众数;分布对称时,三个值重合。

In a normally skewed distribution, arithmetic mean>median>mode; In a negatively skewed distribution, the arithmetic mean<median<mode; When the distribution is symmetrical, the three values equal.

the-shape-of-distribution-english.txt · 最后更改: 2024/03/12 07:43 由 limesty