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Each of the random variables $T$, $U$, $V$, $W$, $X$, $Y$ and $Z$ takes values between 0 and 1 only. Their probability density functions are shown in Figs 1 to 7 respectively.

a)(i) Which of these variables has the largest median?

(ii) Which of these variables has the largest standard deviation? Explain your answer.

b) Use Fig. 2 to find $P\left( {U \lt 0.5} \right)$.

c) The probability density function of $X$ is given by

$f\left( x \right) = \left\{ \begin{gathered}
  \alpha {x^n}\,\,\,\,\,\,\,0 \leqslant x \leqslant 1, \hfill \\
  0\,\,\,\,\,\,\,\,\,\,\,\,\,\,otherwise, \hfill \\ 
\end{gathered}  \right.$

where $\alpha $ and $n$ are positive constants.

(i) Show that $\alpha  = n + 1$.

(ii) Given that $E\left( X \right) = \frac{5}{6}$, find $\alpha $ and $n$.

پاسخ تشریحی :
نمایش پاسخ

a)(i) $X$ or $5$

(ii) $V$ or $3$

Higher and lower values more likely or there are more higher and lower values or more prob at both extremes

b) $\frac{{2 + 1}}{2} \times 0.5$ or $\int_0^{0.5} {\left( {2 - 2x} \right)dx} $

$ = 0.75$

c)(i) $\int_0^1 {\alpha {x^n}dx}  = 1$

$\left[ {\frac{{\alpha {x^{n + 1}}}}{{n + 1}}} \right]_0^1 = 1$

$\frac{\alpha }{{n + 1}} = 1$

$\left( {\alpha  = n + 1{\text{ }}AG} \right)$

(ii) $\int_0^1 {\alpha {x^{n + 1}}dx}  = \frac{5}{6}$ oe

$\left[ {\frac{{\alpha {x^{n + 2}}}}{{n + 2}}} \right]_0^1 = \frac{5}{6}$ oe

$\frac{\alpha }{{n + 2}} = \frac{5}{6}$

(6$\alpha  = 5n + 10$)

$\alpha  = 5$, $n = 4$

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