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Discrete Random Variables

AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
This item is taken from Cambridge International AS and A Level Mathematics (9709) Statistics 1 Paper 6 of October/November 2007. 
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To deal with this item, let us summarize the details of the problem:
   (a) Syllabus area: Discrete Random Variables
  

   (b) Formula/Concept needed: 
            > discrete random variables
            > probability of distribution of discrete random variables
            > expectation (mean) and variance of discrete random variables

Before we answer the items, let us encircle the important clues/phrases.
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
It means that
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
The following table shows the probability distribution of the discrete random variable in terms of p.
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
To solve for p, we equate the sum of the probabilities to one (1). 
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
Hence, the value of p is 1/6.

For part (ii), 
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution 
It means
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
Let us complete first the probability distribution of the discrete random variable using the value of p from (i). You may use the unsimplified or simplified fraction form of the probabilities. The calculation is shown below the table.
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distributionAS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
To find the expectation or mean, we need to multiply the values (x) of the random variable with their corresponding probabilities (p). That is
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
Using the probabilities on the tables,
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
 or
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution

To find the variance, use the following
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
Using the values of p from the table,
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
OR
AS Level,Statistics,Exam,CIE,Mathematics,Probability,9709,revision,paper 6,mean,variance,discrete random variables,probability distribution
Hence, the mean of the discrete random variable is 4/3 and the variance is 68/9.

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