Question and Answers Forum

All Questions      Topic List

Probability and Statistics Questions

Previous in All Question      Next in All Question      

Previous in Probability and Statistics      Next in Probability and Statistics      

Question Number 85859 by jagoll last updated on 25/Mar/20

 Is the Var(aX+b) = a^2  Var(X) + b?

$$\:\mathrm{Is}\:\mathrm{the}\:\mathrm{Var}\left(\mathrm{aX}+\mathrm{b}\right)\:=\:\mathrm{a}^{\mathrm{2}} \:\mathrm{Var}\left(\mathrm{X}\right)\:+\:\mathrm{b}? \\ $$

Answered by Joel578 last updated on 25/Mar/20

nope  Assume a and b is constant, then  var(b) = E[b^2 ] − {E[b]}^2  = b^2  − b^2  = 0    var(aX + b) = var(aX) + var(b) = a^2 var(X)

$${nope} \\ $$$$\mathrm{Assume}\:{a}\:\mathrm{and}\:{b}\:\mathrm{is}\:\mathrm{constant},\:\mathrm{then} \\ $$$$\mathrm{var}\left({b}\right)\:=\:{E}\left[{b}^{\mathrm{2}} \right]\:−\:\left\{{E}\left[{b}\right]\right\}^{\mathrm{2}} \:=\:{b}^{\mathrm{2}} \:−\:{b}^{\mathrm{2}} \:=\:\mathrm{0} \\ $$$$ \\ $$$$\mathrm{var}\left({aX}\:+\:{b}\right)\:=\:\mathrm{var}\left({aX}\right)\:+\:\mathrm{var}\left({b}\right)\:=\:{a}^{\mathrm{2}} \mathrm{var}\left({X}\right) \\ $$

Commented by jagoll last updated on 26/Mar/20

yes sir. agree

$$\mathrm{yes}\:\mathrm{sir}.\:\mathrm{agree} \\ $$

Answered by jagoll last updated on 26/Mar/20

Terms of Service

Privacy Policy

Contact: info@tinkutara.com