A2 June 2024 Q1
1. The discrete random variable \(X\) has the following probability distribution
| \(x\) | \(-1\) | 0 | 1 | 3 | 5 |
|---|---|---|---|---|---|
| \(\mathrm{P}(X = x)\) | 0.2 | 0.1 | 0.2 | 0.25 | 0.25 |
(a) Find \(\mathrm{Var}(X)\) (3)
(b) Find \(\mathrm{Var}(X^2)\) (3)
| Scheme | Marks | AO |
|---|---|---|
| \(\mathrm{E}(X) = [-1 \times 0.2 + 0 + 1 \times 0.2] + 3 \times 0.25 + 5 \times 0.25\ [= 2]\) | M1 | 1.1b |
| \(\mathrm{E}(X^2) = (-1)^2 \times 0.2 + 0 + 1 \times 0.2 + 3^2 \times 0.25 + 5^2 \times 0.25\ [= 8.9]\) | M1 | 1.1b |
| [\(\mathrm{Var}(X) = 8.9 - 4 =\)] 4.9 | A1 | 1.1b |
| (3) |
Notes
1st M1 for an attempt at \(\mathrm{E}(X)\), at least the final 2 products seen or an answer of 2
2nd M1 for attempting a correct expression for \(\mathrm{E}(X^2)\), at least 3 non-zero products seen
A1 for 4.9 or exact equivalent
| Scheme | Marks | AO |
|---|---|---|
| \(\mathrm{E}(X^4) = (-1)^4 \times 0.2 + 0 + 1 \times 0.2 + 3^4 \times 0.25 + 5^4 \times 0.25\ [= 176.9]\) | M1 | 2.1 |
| \(\mathrm{Var}(X^2) = \text{“}176.9\text{”} - \text{“}8.9\text{”}^2\) | M1 | 1.1b |
| \(= 97.69\) awrt 97.7 | A1 | 1.1b |
| (3) | ||
| (6 marks) |
Notes
1st M1 for attempting a correct expression, at least 3 non-zero products seen (implied by 176.9)
2nd M1 for a correct method, ft their 176.9 and their 8.9 but must be intending \(\mathrm{E}(X^4)\) and \(\mathrm{E}(X^2)\)
A1 for 97.69 or awrt 97.7