AQA Paper 3 2022 June — Question 14 10 marks

Exam BoardAQA
ModulePaper 3 (Paper 3)
Year2022
SessionJune
Marks10
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicBinomial Distribution
TypeFinding binomial parameters from properties
DifficultyModerate -0.8 This is a straightforward binomial distribution question testing standard recall and basic calculations. Part (a) requires stating textbook assumptions, parts (b)(i-iii) involve routine binomial probability calculations using either formula or tables, and part (c) uses the variance formula for binomial distribution to solve a quadratic equation. All techniques are standard AS-level statistics with no problem-solving insight required, making it easier than average.
Spec2.04b Binomial distribution: as model B(n,p)2.04c Calculate binomial probabilities

A customer service centre records every call they receive. It is found that 30% of all calls made to this centre are complaints. A sample of 20 calls is selected. The number of calls in the sample which are complaints is denoted by the random variable \(X\).
  1. State two assumptions necessary for \(X\) to be modelled by a binomial distribution. [2 marks]
  2. Assume that \(X\) can be modelled by a binomial distribution.
    1. Find P(\(X = 1\)) [1 mark]
    2. Find P(\(X < 4\)) [2 marks]
    3. Find P(\(X \geq 10\)) [2 marks]
  3. In a random sample of 10 calls to a school, the number of calls which are complaints, \(Y\), may be modelled by a binomial distribution $$Y \sim \text{B}(10, p)$$ The standard deviation of \(Y\) is 1.5 Calculate the possible values of \(p\). [3 marks]

Question 14:

AnswerMarks
14(a)States one of the following
assumptions in context
• probability of complaint call
is constant
• calls or complaint calls occur
independently of each other
or have no effect on each
other
• only two outcomes of
complaint or non-complaint
calls
Condone ‘complaint’ for
‘complaint call’
Do not allow probability being
independent
Do not allow fixed number of
AnswerMarks Guidance
calls3.5b B1
complaint call is fixed
Calls occur independently of each
other
States a second assumption in
AnswerMarks Guidance
context3.5b B1
Subtotal2
QMarking instructions AO

AnswerMarks
14(b)(i)Calculates the correct
probability ACF
AnswerMarks Guidance
AWFW [0.0068, 0.007]1.1b B1
Subtotal1
QMarking instructions AO

AnswerMarks
14(b)(ii)FindsP(X ≤4 )orP(X ≤3 )
PI by 0.2375 or 0.107
AnswerMarks Guidance
Allow figures to 2sf1.1a M1
Obtains correct probability ACF
AnswerMarks Guidance
AWFW [0.107, 0.11]1.1b A1
Subtotal2
QMarking instructions AO

AnswerMarks
14(b)(iii)Finds their or
or or
𝑃𝑃(𝑋𝑋 ≤ 9)
𝑃𝑃P(I 𝑋𝑋by≤ 01.905)2 or𝑃𝑃 0(𝑋𝑋.98≥3 1o0r) 0.0172
𝑃𝑃or( 𝑋𝑋co>rre1c0t) answer
AnswerMarks Guidance
Allow figures to 2sf1.1a M1
= 1−0.952
= 0.048
Obtains correct probability ACF
AnswerMarks Guidance
AWFW [0.0479, 0.048]1.1b A1
Subtotal2
QMarking instructions AO

AnswerMarks Guidance
14(c)Uses np(1 p) 1.1a
10p2− + 10p 2.25 = 0
−p = 0.34 and – 0.66
Forms a correct equation in p
using 10 and 1.5
AnswerMarks Guidance
ACF3.1a A1
Obtains values for p
ACF
ISW
Allow AWFW [0.34, 0.342] and
[0.658, 0.66] for p
or
AnswerMarks Guidance
10±√101.1b A1
𝑝𝑝 = 20
AnswerMarks Guidance
Subtotal3
Question 14 Total10
QMarking instructions AO
Question 14:
--- 14(a) ---
14(a) | States one of the following
assumptions in context
• probability of complaint call
is constant
• calls or complaint calls occur
independently of each other
or have no effect on each
other
• only two outcomes of
complaint or non-complaint
calls
Condone ‘complaint’ for
‘complaint call’
Do not allow probability being
independent
Do not allow fixed number of
calls | 3.5b | B1 | The probability of getting a
complaint call is fixed
Calls occur independently of each
other
States a second assumption in
context | 3.5b | B1
Subtotal | 2
Q | Marking instructions | AO | Marks | Typical solution
--- 14(b)(i) ---
14(b)(i) | Calculates the correct
probability ACF
AWFW [0.0068, 0.007] | 1.1b | B1 | 0.00684
Subtotal | 1
Q | Marking instructions | AO | Marks | Typical solution
--- 14(b)(ii) ---
14(b)(ii) | FindsP(X ≤4 )orP(X ≤3 )
PI by 0.2375 or 0.107
Allow figures to 2sf | 1.1a | M1 | P(X ≤3 )=0.107
Obtains correct probability ACF
AWFW [0.107, 0.11] | 1.1b | A1
Subtotal | 2
Q | Marking instructions | AO | Marks | Typical solution
--- 14(b)(iii) ---
14(b)(iii) | Finds their or
or or
𝑃𝑃(𝑋𝑋 ≤ 9)
𝑃𝑃P(I 𝑋𝑋by≤ 01.905)2 or𝑃𝑃 0(𝑋𝑋.98≥3 1o0r) 0.0172
𝑃𝑃or( 𝑋𝑋co>rre1c0t) answer
Allow figures to 2sf | 1.1a | M1 | 𝑃𝑃(𝑋𝑋 ≥ 10)= 1−𝑃𝑃 (𝑋𝑋 ≤ 9)
= 1−0.952
= 0.048
Obtains correct probability ACF
AWFW [0.0479, 0.048] | 1.1b | A1
Subtotal | 2
Q | Marking instructions | AO | Marks | Typical solution
--- 14(c) ---
14(c) | Uses np(1 p) | 1.1a | M1 | 10p(1 p) = 1.52
10p2− + 10p 2.25 = 0
−p = 0.34 and – 0.66
−
Forms a correct equation in p
using 10 and 1.5
ACF | 3.1a | A1
Obtains values for p
ACF
ISW
Allow AWFW [0.34, 0.342] and
[0.658, 0.66] for p
or
10±√10 | 1.1b | A1
𝑝𝑝 = 20
Subtotal | 3
Question 14 Total | 10
Q | Marking instructions | AO | Marks | Typical solution
A customer service centre records every call they receive.

It is found that 30% of all calls made to this centre are complaints.

A sample of 20 calls is selected.

The number of calls in the sample which are complaints is denoted by the random variable $X$.

\begin{enumerate}[label=(\alph*)]
\item State two assumptions necessary for $X$ to be modelled by a binomial distribution.
[2 marks]

\item Assume that $X$ can be modelled by a binomial distribution.

\begin{enumerate}[label=(\roman*)]
\item Find P($X = 1$)
[1 mark]

\item Find P($X < 4$)
[2 marks]

\item Find P($X \geq 10$)
[2 marks]
\end{enumerate}

\item In a random sample of 10 calls to a school, the number of calls which are complaints, $Y$, may be modelled by a binomial distribution
$$Y \sim \text{B}(10, p)$$

The standard deviation of $Y$ is 1.5

Calculate the possible values of $p$.
[3 marks]
\end{enumerate}

\hfill \mbox{\textit{AQA Paper 3 2022 Q14 [10]}}