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当处理组数为两组时方差分析结果与t检验的结果是【完全等价且t²=F】的简易推导

2022-07-26 16:46 作者:五方斋公卫考研互助  | 我要投稿

对同一计量资料,当处理组数为两组时方差分析结果与t检验的结果是

A.方差分析的结果更可靠

B.t检验的结果更可靠

C.完全等价且√t=F

D.完全等价且t²=F

E.理论上不同


∵v间=2-1=1,v内=n-2=n1+n2-2

∴F=MS间/MS内=(SS间/v间)/(SS内/v内)

=[n1×(x1拔-x拔)²+n2×(x2拔-x拔)²]/[∑∑(xij-xi拔)²/(n1+n2-2)]

=[n1×(x1拔-x拔)²+n2×(x2拔-x拔)²]/{[∑(x1i-x1拔)²+∑(x2i-x2拔)²]/(n1+n2-2)}


t²=(x1拔-x2拔)²/{[(1/n1)+(1/n2)]×[(n1-1)×S1²+(n2-1)×S2²]/(n1+n2-2)}

=(x1拔-x2拔)²/[(1/n1)+(1/n2)]×1/{[∑(x1i-x1拔)²+∑(x2i-x2拔)²]/(n1+n2-2)}

要证明t²=F,只需要证明n1×(x1拔-x拔)²+n2×(x2拔-x拔)²=(x1拔-x2拔)²/[(1/n1)+(1/n2)]


n1×(x1拔-x拔)²+n2×(x2拔-x拔)²

=n1×(x1拔²-2×x1拔×x拔+x拔²)+n2×(x2拔²-2×x2拔×x拔+x拔²)

=n1×x1拔²+n2×x2拔²-2×n1×x1拔×x拔-2×n2×x2拔×x拔+(n1+n2)×x拔²

=n1×x1拔²+n2×x2拔²-2×x拔×(n1×x1拔+n2×x2拔)+(n1+n2)×x拔²

=n1×x1拔²+n2×x2拔²-2×x拔×(n1+n2)×x拔+(n1+n2)×x拔²

=n1×x1拔²+n2×x2拔²-(n1+n2)×x拔²

=n1×x1拔²+n2×x2拔²-(n1+n2)×[(n1×x1拔+n2×x2拔)/(n1+n2)]²

=n1×x1拔²+n2×x2拔²-(n1×x1拔+n2×x2拔)²/(n1+n2)

=[n1×x1拔²×(n1+n2)+n2×x2拔²×(n1+n2)-(n1×x1拔+n2×x2拔)²]/(n1+n2)

=[n1×x1拔²×(n1+n2)+n2×x2拔²×(n1+n2)-n1²×x1拔²-n2²×x2拔²-2×n1×n2×x1拔×x2拔]/(n1+n2)

=[n1×n2×x1拔²+n1×n2×x2拔²-2×n1×n2×x1拔×x2拔]/(n1+n2)

=[(n1×n2)/(n1+n2)]×(x1拔-x2拔)²

=(x1拔-x2拔)²/[(1/n1)+(1/n2)]

即t²=F

t²=F证明


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