Find the variance of the sampling distribution of means 2,5,7,8.
2,5,7,8For the populationμ=2+5+7+84=5.5σ2=(2−5.5)2+(5−5.5)2+(7−5.5)2+(8−5.5)24=5.25For the sample of size n∈{1,2,3,4}:σ2xˉ=σ2n=5.25n2,5,7,8\\For\,\,the\,\,population\\\mu =\frac{2+5+7+8}{4}=5.5\\\sigma ^2=\frac{\left( 2-5.5 \right) ^2+\left( 5-5.5 \right) ^2+\left( 7-5.5 \right) ^2+\left( 8-5.5 \right) ^2}{4}=5.25\\For\,\,the\,\,sample\,\,of\,\,size\,\,n\in \left\{ 1,2,3,4 \right\} :\\{\sigma ^2}_{\bar{x}}=\frac{\sigma ^2}{n}=\frac{5.25}{n}2,5,7,8Forthepopulationμ=42+5+7+8=5.5σ2=4(2−5.5)2+(5−5.5)2+(7−5.5)2+(8−5.5)2=5.25Forthesampleofsizen∈{1,2,3,4}:σ2xˉ=nσ2=n5.25
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