Edexcel S2 — Question 1 5 marks

Exam BoardEdexcel
ModuleS2 (Statistics 2)
Marks5
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicContinuous Uniform Random Variables
TypeState or write down basic properties
DifficultyEasy -1.3 This question tests basic definitions and properties of continuous uniform distributions with minimal calculation. Part (a) is pure recall of definitions, part (b) requires simple observation that 3 decimal places makes it discrete, and part (c) is a standard sketch of a linear CDF. All parts are routine bookwork with no problem-solving or multi-step reasoning required.
Spec2.02a Interpret single variable data: tables and diagrams5.03a Continuous random variables: pdf and cdf5.03e Find cdf: by integration

  1. (a) Explain the difference between a discrete and a continuous variable.
A random number generator on a calculator generates numbers, \(X\), to 3 decimal places, in the range 0 to 1 , e.g. 0.386 . The variable \(X\) may be modelled by a continuous uniform distribution, having the probability density function \(\mathrm { f } ( x )\), where $$\begin{array} { l l } \mathrm { f } ( x ) = 1 & 0 < x < 1 \\ \mathrm { f } ( x ) = 0 & \text { otherwise } \end{array}$$ (b) Explain why this model is not totally accurate.
(c) Sketch the cumulative distribution function of \(X\).

AnswerMarks
(a) A discrete variable can only have certain values, usually integersB1
A continuous variable can take any value, often in a certain rangeB1
(b) \(X\) is continuous, but the calculator number is discrete, e.g. calculator cannot give 0.385721...B1
(c) Sketch: line from (0, 0) to (1, 1); on x-axis elsewhereB2
Total: 5 marks
(a) A discrete variable can only have certain values, usually integers | B1 | 
A continuous variable can take any value, often in a certain range | B1 |

(b) $X$ is continuous, but the calculator number is discrete, e.g. calculator cannot give 0.385721... | B1 |

(c) Sketch: line from (0, 0) to (1, 1); on x-axis elsewhere | B2 |

**Total: 5 marks**

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\begin{enumerate}
  \item (a) Explain the difference between a discrete and a continuous variable.
\end{enumerate}

A random number generator on a calculator generates numbers, $X$, to 3 decimal places, in the range 0 to 1 , e.g. 0.386 . The variable $X$ may be modelled by a continuous uniform distribution, having the probability density function $\mathrm { f } ( x )$, where

$$\begin{array} { l l } 
\mathrm { f } ( x ) = 1 & 0 < x < 1 \\
\mathrm { f } ( x ) = 0 & \text { otherwise }
\end{array}$$

(b) Explain why this model is not totally accurate.\\
(c) Sketch the cumulative distribution function of $X$.\\

\hfill \mbox{\textit{Edexcel S2  Q1 [5]}}