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the-comparison-of-central-tendency-english

一、算数平均数(Arithmetic Mean)

优点(Advantages):

1、在计算算数平均数时将所有的数值都纳入了考虑范围,反应了分布的变异;

When calculating the arithmetic mean, all numerical values are considered, reflecting the variability in the distribution.

2、算数平均数可以进行代数运算;

The arithmetic mean allows for algebraic operations.

3、算数平均数是三种集中量数中最灵敏、最客观且最具有代表性的。

The arithmetic mean is the most sensitive, objective, and representative measure among the three central tendency measures.

缺点:算数平均数的代表性会受到极端数值的影响。

Disadvantages: The representativeness of the arithmetic mean can be influenced by extreme values.


二、中数(Median)

优点(Advantages):中数只和数据所处的位置有关,因此它不受极端数值的影响。

The median is only influenced by the position of data, making it immune to extreme values.

缺点(Disadvantages):

1、由于只和位置有关,因此中数对数据变动的反应不够灵敏;

Because it is solely position-dependent, the median's response to changes in data is not very sensitive.

2、中数不能进行代数运算。

The median cannot undergo algebraic operations.


三、众数(Mode)

优点(Advantages):

1、众数相对来说比较直观,容易理解;

The mode is relatively intuitive and easy to understand.

2、众数不受极端值影响。

(在命名型的数据中,一般来说只能用众数)

The mode is not affected by extreme values (typically used in nominal data).

缺点(Disadvantages):

1、反应不够灵敏,代表性差于中数;

It is less sensitive and less representative than the median.

2、不能进行代数运算;

It cannot undergo algebraic operations.

3、要求数据分布有明显中心。

The data distribution must have a clear central tendency.

the-comparison-of-central-tendency-english.txt · 最后更改: 2024/03/12 07:43 由 limesty