2.4: 相对频率分布

Relative Frequency Distribution
JoVE Core
Statistics
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JoVE Core Statistics
Relative Frequency Distribution

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00:55 min
April 30, 2023

Overview

A relative frequency distribution is the proportion or fraction of times a value occurs in a data set. To find the relative frequencies, one can divide each frequency by the total number of data points in the sample. It is very similar to a regular frequency distribution, except that instead of reporting how many data values fall in a class, a relative frequency distribution reports the fraction of data values that fall in a class. These fractions or proportions are called relative frequencies and can be given as fractions, decimals, or percents.

Admittedly, there is not much difference in constructing a relative frequency distribution from constructing a regular frequency distribution. The starting process is the same, and the same guidelines must be used when creating classes for the data. The only key difference between a frequency distribution graph and a relative frequency distribution graph is that the vertical (y-axis) axis uses proportional or relative frequency rather than simple frequency.

Relative frequency distributions are often displayed in frequency polygons and in histograms.

Transcript

考虑一个频率分布表,第一列列出了不同的身高,第二列列出了每个类别的冰球运动员数量。

频率值的总和表示样本中的玩家总数。

相对频率分布给出了每个类下的玩家数量与玩家总数的比率。

例如,对于第一类,将频率除以所有频率之和得到相对频率 0.05。

同样,每个类的相对频率将计算并在第三列中列出。请注意,所有相对频率的总和必须接近 1。相对频率有助于确定该值在数据集中的常见程度。

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