OCR MEI Further Statistics Major 2021 November — Question 3 10 marks

Exam BoardOCR MEI
ModuleFurther Statistics Major (Further Statistics Major)
Year2021
SessionNovember
Marks10
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicGeometric Distribution
TypeBinomial given fixed number of trials
DifficultyModerate -0.8 This is a straightforward application of standard probability distributions (binomial, geometric, and negative binomial) with clearly stated parameters (p=0.04). All parts require direct formula application with no problem-solving insight: (a) binomial probability, (b) geometric probability, (c) binomial with r=0, (d) expectation of negative binomial, (e) negative binomial probability. The multi-part structure and context add length but not conceptual difficulty—each part is a textbook exercise testing recall of formulas.
Spec5.02b Expectation and variance: discrete random variables5.02g Geometric probabilities: P(X=r) = p(1-p)^(r-1)5.02i Poisson distribution: random events model

3 In air traffic management, air traffic controllers send radio messages to pilots. On receiving a message, the pilot repeats it back to the controller to check that it has been understood correctly. At a particular site, on average \(4 \%\) of messages sent by controllers are not repeated back correctly and so have been misunderstood. You should assume that instances of messages being misunderstood occur randomly and independently.
  1. Find the probability that exactly 2 messages are misunderstood in a sequence of 50 messages.
  2. Find the probability that in a sequence of messages, the 10th message is the first one which is misunderstood.
  3. Find the probability that in a sequence of 20 messages, there are no misunderstood messages.
  4. Determine the expected number of messages required for 3 of them to be misunderstood.
  5. Determine the probability that in a sequence of messages, the 3rd misunderstood message is the 60th message in the sequence.

Question 3:
AnswerMarks Guidance
3(a) Using B(50, 0.04)
P(X = 2) = 0.276M1
A1
AnswerMarks Guidance
[2]3.3
1.1BC
3(b) 0.969×0.04=0.0277
[1]1.1 Allow 0.028
3(c) 0.9620 =0.442
[1]1.1
3(d) 1
Expected value for one misunderstood = =25
0.04
Because geometric
For 3 misunderstood expected number = 25 + 25 + 25
AnswerMarks
= 75B1
E1
E1
AnswerMarks
[3]2.1
2.4
AnswerMarks
1.1Must quote
probabilities to get full
marks
AnswerMarks Guidance
3(e) Require P(2 misunderstood in first 59) × 0.04
so using B(59, 0.04) gives P(X = 2) = 0.267
AnswerMarks
0.267 × 0.04 = 0.0107B1
M1
A1
AnswerMarks
[3]3.1a
2.2a
AnswerMarks
1.1For identifying required probability
Use of correct binomial
BC
Question 3:
3 | (a) | Using B(50, 0.04)
P(X = 2) = 0.276 | M1
A1
[2] | 3.3
1.1 | BC
3 | (b) | 0.969×0.04=0.0277 | B1
[1] | 1.1 | Allow 0.028
3 | (c) | 0.9620 =0.442 | B1
[1] | 1.1
3 | (d) | 1
Expected value for one misunderstood = =25
0.04
Because geometric
For 3 misunderstood expected number = 25 + 25 + 25
= 75 | B1
E1
E1
[3] | 2.1
2.4
1.1 | Must quote
probabilities to get full
marks
3 | (e) | Require P(2 misunderstood in first 59) × 0.04
so using B(59, 0.04) gives P(X = 2) = 0.267
0.267 × 0.04 = 0.0107 | B1
M1
A1
[3] | 3.1a
2.2a
1.1 | For identifying required probability
Use of correct binomial
BC
3 In air traffic management, air traffic controllers send radio messages to pilots. On receiving a message, the pilot repeats it back to the controller to check that it has been understood correctly.

At a particular site, on average $4 \%$ of messages sent by controllers are not repeated back correctly and so have been misunderstood. You should assume that instances of messages being misunderstood occur randomly and independently.
\begin{enumerate}[label=(\alph*)]
\item Find the probability that exactly 2 messages are misunderstood in a sequence of 50 messages.
\item Find the probability that in a sequence of messages, the 10th message is the first one which is misunderstood.
\item Find the probability that in a sequence of 20 messages, there are no misunderstood messages.
\item Determine the expected number of messages required for 3 of them to be misunderstood.
\item Determine the probability that in a sequence of messages, the 3rd misunderstood message is the 60th message in the sequence.
\end{enumerate}

\hfill \mbox{\textit{OCR MEI Further Statistics Major 2021 Q3 [10]}}