CAIE S1 2010 June — Question 6 10 marks

Exam BoardCAIE
ModuleS1 (Statistics 1)
Year2010
SessionJune
Marks10
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicDiscrete Probability Distributions
TypeSampling without replacement
DifficultyModerate -0.3 This is a standard S1 question covering hypergeometric distribution and Bayes' theorem. Part (i) requires systematic enumeration of a small sample space, part (ii) involves routine expectation/variance calculations with given answer to verify, and part (iii) is a textbook conditional probability problem using the law of total probability. All techniques are standard for this specification with no novel insight required, making it slightly easier than average.
Spec2.03c Conditional probability: using diagrams/tables2.03d Calculate conditional probability: from first principles2.04a Discrete probability distributions

A small farm has 5 ducks and 2 geese. Four of these birds are to be chosen at random. The random variable \(X\) represents the number of geese chosen.
  1. Draw up the probability distribution of \(X\). [3]
  2. Show that \(\mathrm{E}(X) = \frac{8}{7}\) and calculate \(\mathrm{Var}(X)\). [3]
  3. When the farmer's dog is let loose, it chases either the ducks with probability \(\frac{3}{5}\) or the geese with probability \(\frac{2}{5}\). If the dog chases the ducks there is a probability of \(\frac{1}{10}\) that they will attack the dog. If the dog chases the geese there is a probability of \(\frac{1}{4}\) that they will attack the dog. Given that the dog is not attacked, find the probability that it was chasing the geese. [4]

AnswerMarks Guidance
(i)x 0
P(X = x)1/7 4/7
B13, 4 … if in table must have blank or 0 for prob. One correct probability
B1 [3]All correct
(ii) \(E(X) = 8/7 \text{ (1.14)}\) AGB1 Legitimate correct given answer rounding to 1.14
\(\text{Var}(X) = 12/7 - (8/7)^2 = 20/49 \text{ (0.408)}\)M1, A1 [3] Correct method with mean\(^2\) subt numerically no dividing by anything. Correct final answer
(iii) \(P(G \mid NA) = \frac{P(G \cap NA)}{P(NA)} = \frac{2/5 \times 1/4}{2/5 \times 1/4 + 3/5 \times 9/10}\)M1, M1 Attempt at \(P(G \cap NA)\) or \(P(G \cap A)\) as numerator of a fraction. Attempt at P(NA) or P(A) in form of summing two 2-factor products, seen anywhere
\(= \frac{5}{32} \text{ (0.156)}\)A1 [4] Correct unsimplified denominator of a fraction. Correct answer
(i) | x | 0 | 1 | 2 |
| P(X = x) | 1/7 | 4/7 | 2/7 | | B1 | 0, 1, 2 only in table or listed with some prob

| | | B1 | 3, 4 … if in table must have blank or 0 for prob. One correct probability

| | | B1 [3] | All correct

(ii) $E(X) = 8/7 \text{ (1.14)}$ AG | B1 | Legitimate correct given answer rounding to 1.14

$\text{Var}(X) = 12/7 - (8/7)^2 = 20/49 \text{ (0.408)}$ | M1, A1 [3] | Correct method with mean$^2$ subt numerically no dividing by anything. Correct final answer

(iii) $P(G \mid NA) = \frac{P(G \cap NA)}{P(NA)} = \frac{2/5 \times 1/4}{2/5 \times 1/4 + 3/5 \times 9/10}$ | M1, M1 | Attempt at $P(G \cap NA)$ or $P(G \cap A)$ as numerator of a fraction. Attempt at P(NA) or P(A) in form of summing two 2-factor products, seen anywhere

$= \frac{5}{32} \text{ (0.156)}$ | A1 [4] | Correct unsimplified denominator of a fraction. Correct answer

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A small farm has 5 ducks and 2 geese. Four of these birds are to be chosen at random. The random variable $X$ represents the number of geese chosen.

\begin{enumerate}[label=(\roman*)]
\item Draw up the probability distribution of $X$. [3]

\item Show that $\mathrm{E}(X) = \frac{8}{7}$ and calculate $\mathrm{Var}(X)$. [3]

\item When the farmer's dog is let loose, it chases either the ducks with probability $\frac{3}{5}$ or the geese with probability $\frac{2}{5}$. If the dog chases the ducks there is a probability of $\frac{1}{10}$ that they will attack the dog. If the dog chases the geese there is a probability of $\frac{1}{4}$ that they will attack the dog. Given that the dog is not attacked, find the probability that it was chasing the geese. [4]
\end{enumerate}

\hfill \mbox{\textit{CAIE S1 2010 Q6 [10]}}