📜  均值,中位数和众数与示例之间的差异

📅  最后修改于: 2021-06-23 01:24:09             🧑  作者: Mango

集中趋势是指识别给定数据集的中心位置。集中趋势具有3个重要度量,即均值,中位数和众数。学生们在他们每个人之间都困惑了好几次。因此,在这里,我们将借助示例解释这三个示例之间的差异。

平均值:平均值,这里的算术平均值是最常用的集中趋势度量。对于离散数据集和连续数据集,都可以获得平均值。要获得一组数字的平均值,您必须对所有数字求和,然后使用总数除。简而言之,它计算出所有数字的平均值。也可以说,它是所有观察值之和与观察值总数之比。在学前班中,它是作为平均水平向学生介绍的,而在高年级中,我们知道它也被称为平均数。

中位数:当您将一组给定的数字从小到大排列时,中间的数字称为中位数。以升序或降序排列任何给定的序列,或者将中间值称为中位数。为了找到中位数,可以按降序或升序排列数据。在几何中,它定义为多边形的中心或中点。

模式:在给定的一组观测值中重复次数最多的数字是模式,或者也可以说是在给定的一系列数字中频率最高的数字或值。也称为模态值。它是除中位数和均值之外的3个中心趋势的一部分。如果以直方图或图表形式显示,则它是最高的条。如果给定系列中没有重复编号,则该系列将不存在任何模式。

均值,中位数和众数之间的差异表

所有这些集中趋势的度量都是相互关联的。它们具有经验关系,但彼此不同。区别如下:

S.No Mean Median Mode
1 The average taken of given observations is called Mean.  The middle number in a given set of observations is called Median. The most frequently occurred number in a given set of observations is called mode.
2 Add up all the numbers and divide by the total number of terms Place all the numbers in ascending or descending order   the mode is derived when a number has frequency occurred in a series
3  Once the above step is finished, what we get is the mean. After arranging everything from smallest to biggest, take out the middle number, which is your median. The mode can be one or more than one. It is possible to have no mode at all, as well
4 Mean is the arithmetic mean or in a  simple way can be a simple average or weighted average.  When series have even numbers, median is the simple average of the middle pair of numbers. If there is a unique data set, there is no mode at all. If there is a unique data set, there is no mode at all.
5 When data is normally distributed, the mean is widely preferred. When data distribution is skewed, median is the best representative. When there is a nominal distribution of data, the mode is preferred.
6 Mean= = ∑x/ N

If the total number of observations (n) are odd then median is:

Median = (n + 1/2)th observation  

If the total number of observations (n) are even number, then the formula is given below:

Median = (n/2)th observation + (n/2+1)th observation /2

The mode is the most frequently occurring observation or value

中心倾向样本问题

问题1:我们有一组数字,分别为4、8、2、1、1、4、3、1。找到均值,中位数和众数。

解决方案:

问题2:我们有一组数字,分别是4、2、1、6、5、3、7、1、10、9、8。找到均值,中位数和众数。

解决方案: