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Q.If y = 2x + 3, and variance of y is 4, then the standard deviation of x is

(a) -1
(b) 4
(c) 1
(d) 2.
West Bengal WbchseWest Bengal HS First Year (WBCHSE Class XI) Annual Examination 2018MCQ· 1mImportance★★★★★est
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For y=2x+3y=2x+3, Var(y)=4 Var(x)\text{Var}(y)=4\,\text{Var}(x), so Var(x)=1\text{Var}(x)=1 and SD(x)=1SD(x)=1.

For a linear transformation y=ax+by=ax+b, variance scales as Var(y)=a2 Var(x)\text{Var}(y)=a^2\,\text{Var}(x) (the additive constant bb shifts all values equally and does not affect spread).

Here a=2,b=3a=2,b=3, and Var(y)=4\text{Var}(y)=4, so: …

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