S2 June 2005 Q2
2. The continuous random variable \(X\) is uniformly distributed over the interval \([2, 6]\).
(a) Write down the probability density function \(\mathrm{f}(x)\). (2)
Find
(b) \(\mathrm{E}(X)\), (1)
(c) \(\mathrm{Var}(X)\), (2)
(d) the cumulative distribution function of \(X\), for all \(x\), (4)
(e) \(\mathrm{P}(2.3 \lt X \lt 3.4)\). (2)
| Scheme | Marks |
|---|---|
| \(\mathrm{f}(x) = \dfrac{1}{4}, \quad 2 \leqslant x \leqslant 6\) | B1 |
| \(\phantom{\mathrm{f}(x)} = 0, \quad \text{otherwise}\) | B1 |
| (2) |
Notes
1st B1 \(\dfrac{1}{4}\) and range
2nd B1 0 and range
| Scheme | Marks |
|---|---|
| \(\mathrm{E}(X) = 4\) by symmetry or formula | B1 |
| (1) |
Notes
B1 4
| Scheme | Marks |
|---|---|
| \(\mathrm{Var}(X) = \dfrac{(6 - 2)^2}{12}\) | M1 |
| \(= \dfrac{4}{3}\) | A1 |
| (2) |
Notes
M1 use of formula
A1 \(1.\dot{3}\) or \(1\frac{1}{3}\) or \(\frac{4}{3}\) or 1.33
| Scheme | Marks |
|---|---|
| \(\mathrm{F}(x) = \displaystyle\int_2^x \frac{1}{4}\,\mathrm{d}t = \left[\frac{1}{4}t\right]_2^x\) | M1 |
| \(= \dfrac{1}{4}(x - 2)\) | A1 |
| \(\mathrm{F}(x) = \dfrac{1}{4}(x - 2), \quad 2 \leqslant x \leqslant 6\) | B1ft |
| \(\phantom{\mathrm{F}(x)} = 1, \quad x \gt 6\) \(\phantom{\mathrm{F}(x)} = 0, \quad x \lt 2\) | B1 |
| (4) |
Notes
M1 use of \(\int \mathrm{f}(x)\,\mathrm{d}x\)
A1 \(\frac{1}{4}(x - 2)\) or equiv.
B1ft \(\frac{1}{4}(x - 2)\) and range
B1 ends and ranges
| Scheme | Marks |
|---|---|
| \(\mathrm{P}(2.3 \lt X \lt 3.4) = \dfrac{1}{4}(3.4 - 2.3)\) | M1 |
| \(= 0.275\) | A1 |
| (2) | |
| (11 marks) |
Notes
M1 use of area or \(\mathrm{F}(x)\)
A1 0.275 or \(\frac{11}{40}\)