Let x1,x2,...,x10 be ten observations such that i=1∑10(xi−2)=30 , i=1∑10(xi−β)2=98 , \beta > 2 , and their variance is 54 . If μ and σ2 are respectively the mean and the variance of 2(x1−1)+4β,2(x2−1)+4β,...,2(x10−1)+4β , then σ2βμ is equal to :
Step-by-Step Verified Solution
amp;i=1∑10xi=50,∴ mean =5amp; Variance =54=10∑xi2−(10∑xi)2amp;54=10∑xi2−25amp;⇒∑xi2=258.... (1)amp; Now i=1∑10(xi−β)2=98amp;i=1∑10(xi2−2β⋅xi+β2)=98amp;258−2β(50)+10β2=98amp;(β−8)(β−2)=0amp;β= or β=2( as βamp;∴β=8..... (2)gt;2)
Now as per the question
amp;2(x1−1)+4β,2(x2−1)+4β,….2(x10−1)+4βamp; can be simplified to amp;2x1+30,2x2+30,…..2x10+30 using eq. (2) amp;μ=2(5)+30=40..... (3)amp;σ2=22(54)=516amp;∵σ2βμ=16/58×40=100