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anova的步骤

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ANOVA的步骤 (Steps of ANOVA)

1、陈述原假设H0和备择假设H1,确定进行检验的显著性水平α;

State H0 and H1.Determine the level of significance α.

2、确定检验的方向性,需要注意的是ANOVA检验总是单尾检验; To determine the directionality of the test. It should be noted that the ANOVA test is always a single tail test.

3、指出检验的自由度df,注意在ANOVA检验中有两个自由度,分别是组间变异的自由度(k-1)和组内变异的自由度(N-k),其中k为设置水平数,N为总的样本容量; It is noted that there are two degrees of freedom in the ANOVA test, namely the degree of freedom of inter-group variation (k-1) and the degree of freedom of intra-group variation (N-k), where k is the number of setting levels and N is the total sample capacity.

4、查表找出临界F统计量,需要用到的有组间自由度、组内自由度以及显著性水平α,知道这三个值即可查表找出临界F统计量的值; Use the α of degrees of freedom between groups, degrees of freedom within the group, and significance level to look up the table to find out the value of the critical F-statistic.

5、对于样本计算F统计量的值,画出如下图所示的方差分析表 Calculate the F-value of your sampple, and draw the ANOVA table as shown in the figure above.

6、比较计算得出的F值和临界F值,如果F<Fcrit,则接受原假设H0,如果F<Fcrit,则拒绝H0,接受备择假设H1; Compare the calculated F-value with the critical F-value.If F-obs < F-crit,then accept the null hyphothesis; if not, then refuse it and accept the alternative hyphothesis.

7、进行事后检验。 Carry out the postmortem.

anova的步骤.1712025642.txt.gz · 最后更改: 2024/04/02 02:40 由 zzzz