In: Statistics and Probability
A new battery's voltage may be acceptable (A) or unacceptable (U). A certain ash-light requires two batteries, so batteries will be independently selected and tested until two acceptable ones have been found. Suppose that 90% of all batteries have acceptable voltages. Let Y denote the number of batteries that must be tested.
(a) What is p(2), that is, P(Y = 2)?
(b) What is p(3)? [Hint: There are two different outcomes that result in Y = 3.]
(c) To have Y = 5, what must be true of the fifth battery selected? List the four outcomes for which Y = 5 and then determine p(5).
(d) Use the answers for parts (a)-(c) to obtain a general formula for p(y)
Solution
(a) What is p(2)
we have \( P(A)=0.9\implies P(Y=2)=0.9\times 0.9=0.81 \)
Therefore. \( P(Y=2)=0.81 \)
(b) What is p(3)
\( \oplus\hspace{2mm} Y=3 : \Big\{(AUA),(UAA)\Big\} \)
\( \implies P(Y=3)=2\times 0.9\times 0.1\times 0.9=0.162 \)
Therefore. \( P(Y=3)=0.162 \)
(c) List the four outcomes for which Y = 5 and then determine p(5).
\( \oplus\hspace{2mm} Y=5 : \Big\{(AUUUA),(UAUUA),(UUAUA),(UUUAA)\Big\} \)
\( \implies P(Y=5)=4\times0.9\times0.9\times0.1\times0.1\times0.1=0.0032 \)
Therefore. \( P(Y=5)=0.0032 \)
(d) general formula for p(y).
\( \implies P(Y=y)=(y-1)(0.9)^2(0.1)^{Y-2} \)
Therefore,
a).\( P(Y=2)=0.81 \)
b). \( P(Y=3)=0.162 \)
c). \( P(Y=5)=0.0032 \)
d). \( P(Y=y)=(y-1)(0.9)^2(0.1)^{Y-2} \)