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MATH230 Week 02 - Workshop problems

Please have a go at the problems before the workshop so that in the workshop you can focus on those problems which you had trouble with.

W02.1 Discrete cdf moments

A discrete random variable, R, has a cdf of

FR(r)={0r<01/90r<15/91r<212r

Use the pmf that you calculated in WS01 Discrete cdf to answer the following.

  1. (a)

    What is 𝖤[Ra] for any a>0?

  2. (b)

    What is 𝖵𝖺𝗋[R]?

  3. (c)

    What is the skewness of R?

W02.2 pdfcst moments

Find the expectation, variance, and skewness for the random variable X in the question in WS1 pdfcst.

W02.3 Poisson accidents.

Suppose that the number of accidents occurring on a highway each day is a Poisson random variable with expected number (i.e. λ parameter) 3.

  1. (a)

    Write the pmf of the Poisson distribution with this parameter value.

  2. (b)

    Find the probability that 3 or more accidents will occur today.

  3. (c)

    Using conditional probability, repeat part (b) if you know that at least one accident occurred today.

W02.4 Indicator function.

Let A be an interval on the real line. For a set A the function IA(x) of x is defined as

IA(x)={1xA0xA

For the continuous random variable X, find 𝖤[IA(X)]. Hint: either consider the distribution of Y=IA(X) and use the known results for that or first consider an interval, A=[a,b], and draw the picture.