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Chi-Square Statistic/Distribution

时间:2019-01-01 17:17:39      阅读:169      评论:0      收藏:0      [点我收藏+]

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1、What is a Chi Square Test?

卡方检验有两种类型。两者使用卡方统计量和分布的目的不同。

第一种:卡方拟合优度检验确定样本数据是否与总体匹配。(这里不介绍)

第二种:独立性的卡方检验比较列联表中的两个变量,看看它们是否相关。在更一般的意义上,它测试分类变量的分布是否不同。

    一个非常小的x平方分布测试统计量意味着您观察到的数据非常适合您的预期数据。换句话说,之间有关系。

    非常大的x平方分布测试统计量意味着数据不太适合。换句话说,之间没有关系。

There are two types of chi-square tests. Both use the chi-square statistic and distribution for different purposes:
A chi-square goodness of fit test determines if a sample data matches a population. For more details on this type, see: Goodness of Fit Test. A chi-square test for independence compares two variables in a contingency table to see if they are related. In a more general sense, it tests to see whether distributions of categorical variables differ from each another.     A very small chi square test statistic means that your observed data fits your expected data extremely well. In other words, there is a relationship.     A very large chi square test statistic means that the data does not fit very well. In other words, there isn’t a relationship.

https://www.statisticshowto.datasciencecentral.com/probability-and-statistics/chi-square/

 

Chi-Square Statistic/Distribution

标签:匹配   ati   res   other   种类   match   science   www   有关   

原文地址:https://www.cnblogs.com/djx571/p/10205020.html

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