ABy Admin
May 07'23
Exercise
- [math]X[/math] and [math]Y[/math] are Poisson distributed.
- The first moment of [math]X[/math] is less than the first moment of [math]Y[/math] by 8.
- The second moment of [math]X[/math] is 60% of the second moment of [math]Y[/math].
Calculate the variance of [math]Y[/math].
- 4
- 12
- 16
- 27
- 35
ABy Admin
May 07'23
Solution: E
Let a be the mean and variance of [math]X[/math] and b be the mean and variance of [math]Y[/math]. The two facts are [math]a = b– 8 [/math] and [math]a + a_2 = 0.6(b + b_2)[/math]. Substituting the first equation into the second gives
[[math]]
\begin{align*}
b − 8 + (b − 8) &= 0.6b + 0.6b^2 \\
b − 8 + b 2 − 16b + 64 &= 0.6b + 0.6b^2 \\
0.4b^2 − 15.6b + 56 &= 0 \\
b &= \frac{15.6 ± 15.62 − 4(0.4)(56)}{2(0.4)} \\ &= \frac{15.6 ± 12.4}{0.8}.
\end{align*}
[[/math]]
At [math]b = 4[/math], [math]a[/math] is negative, so the answer is 35.