Edexcel S2 2013 January — Question 3 10 marks

Exam BoardEdexcel
ModuleS2 (Statistics 2)
Year2013
SessionJanuary
Marks10
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicBinomial Distribution
TypeFinding binomial parameters from properties
DifficultyStandard +0.3 This is a straightforward multi-part binomial distribution question requiring standard techniques: (a) direct probability calculations using tables/calculator, (b) solving (1-p)^12 = 0.05 for p, and (c) using variance formula np(1-p) = 1.92 to form a quadratic. All methods are routine S2 procedures with no novel problem-solving required, making it slightly easier than average.
Spec2.04b Binomial distribution: as model B(n,p)2.04c Calculate binomial probabilities

  1. A random variable \(X\) has the distribution \(\mathrm { B } ( 12 , p )\).
    1. Given that \(p = 0.25\) find
      1. \(\mathrm { P } ( X < 5 )\)
      2. \(\mathrm { P } ( X \geqslant 7 )\)
    2. Given that \(\mathrm { P } ( X = 0 ) = 0.05\), find the value of \(p\) to 3 decimal places.
    3. Given that the variance of \(X\) is 1.92 , find the possible values of \(p\).

Question 3:
Part (a)(i):
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(P(X < 5) = 0.8424\)B1 awrt 0.842
Part (a)(ii):
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(P(X \geq 7) = 1 - P(X \leq 6)\)M1 Writing or using \(1 - P(X \leq 6)\). Do not accept \(1 - P(X < 7)\) unless \(1 - P(X \leq 6)\) has been used
\(= 1 - 0.9857\)
\(= 0.0143\)A1 awrt 0.0143
Part (b):
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(P(X=0) = (1-p)^{12}\)
\((1-p)^{12} = 0.05\)M1 1st M1: \((1-p)^n = 0.05\)
\((1-p) = \sqrt[12]{0.05}\)M1 2nd M1: taking \(n\)th root. If logs used, must get correct expression for \(1-p\)
\(p = 0.221\)A1 awrt 0.221
Part (c):
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(\text{Variance} = 12p(1-p)\)
\(12p(1-p) = 1.92\)M1 1st M1: \(12p(1-p) = 1.92\) o.e.
\(12p^2 - 12p + 1.92 = 0\) or \(p^2 - p + 0.16 = 0\) or \(25p^2 - 25p + 4 = 0\)
\(p = \frac{12 \pm \sqrt{12^2 - 4 \times 12 \times 1.92}}{24}\) or \((5p-1)(5p-4) = 0\)M1 2nd M1: solving a quadratic by factorising/completing the square/formula. Working must be correct for their quadratic, or formula written correctly with at most 1 error
\(p = 0.2\) or \(0.8\)A1, A1 1st A1 for 0.2; 2nd A1 for 0.8
## Question 3:

### Part (a)(i):
| Answer/Working | Marks | Guidance |
|---|---|---|
| $P(X < 5) = 0.8424$ | B1 | awrt 0.842 |

### Part (a)(ii):
| Answer/Working | Marks | Guidance |
|---|---|---|
| $P(X \geq 7) = 1 - P(X \leq 6)$ | M1 | Writing or using $1 - P(X \leq 6)$. Do not accept $1 - P(X < 7)$ unless $1 - P(X \leq 6)$ has been used |
| $= 1 - 0.9857$ | | |
| $= 0.0143$ | A1 | awrt 0.0143 |

### Part (b):
| Answer/Working | Marks | Guidance |
|---|---|---|
| $P(X=0) = (1-p)^{12}$ | | |
| $(1-p)^{12} = 0.05$ | M1 | 1st M1: $(1-p)^n = 0.05$ |
| $(1-p) = \sqrt[12]{0.05}$ | M1 | 2nd M1: taking $n$th root. If logs used, must get correct expression for $1-p$ |
| $p = 0.221$ | A1 | awrt 0.221 |

### Part (c):
| Answer/Working | Marks | Guidance |
|---|---|---|
| $\text{Variance} = 12p(1-p)$ | | |
| $12p(1-p) = 1.92$ | M1 | 1st M1: $12p(1-p) = 1.92$ o.e. |
| $12p^2 - 12p + 1.92 = 0$ or $p^2 - p + 0.16 = 0$ or $25p^2 - 25p + 4 = 0$ | | |
| $p = \frac{12 \pm \sqrt{12^2 - 4 \times 12 \times 1.92}}{24}$ or $(5p-1)(5p-4) = 0$ | M1 | 2nd M1: solving a quadratic by factorising/completing the square/formula. Working must be correct for **their** quadratic, or formula written correctly with at most 1 error |
| $p = 0.2$ or $0.8$ | A1, A1 | 1st A1 for 0.2; 2nd A1 for 0.8 |

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\begin{enumerate}
  \item A random variable $X$ has the distribution $\mathrm { B } ( 12 , p )$.\\
(a) Given that $p = 0.25$ find\\
(i) $\mathrm { P } ( X < 5 )$\\
(ii) $\mathrm { P } ( X \geqslant 7 )$\\
(b) Given that $\mathrm { P } ( X = 0 ) = 0.05$, find the value of $p$ to 3 decimal places.\\
(c) Given that the variance of $X$ is 1.92 , find the possible values of $p$.\\

\end{enumerate}

\hfill \mbox{\textit{Edexcel S2 2013 Q3 [10]}}