Question

In: Statistics and Probability

The University is interested in determining if the number of people coming to work by pedal...

  1. The University is interested in determining if the number of people coming to work by pedal bicycle has changed from 2016 to 2017. Over the course of a week (Mon-Sun) they count the number of cyclists who enter campus at the North campus cycle path entrance between 8am-10am each day. The University have data from the same week in 2016. The counts for each day of the week for 2016 and 2017 are given in Table:

    Mon

    Tues

    Wed

    Thurs

    Fri

    Sat

    Sun

    2016

    243

    175

    255

    187

    241

    53

    32

    2017

    254

    242

    250

    263

    235

    51

    35

    1. Describe one positive and one negative aspect of the University's sampling strategy
    2. Explain why a paired approach is appropriate for this test
    3. Write down appropriate null and alternative hypotheses for this test.
    4. Calculate the mean and variance of the differences di=xi-yi.
    5. What assumptions are required to conduct your hypothesis test from (c), does this data satisfy them?
    6. Using your answer to part (d), or otherwise, calculate a 90% confidence interval for the difference in the average number of cyclists.
    7. Using your answer to part (f), or otherwise, test your hypothesis from (c)  at the 10% level. You should clearly state the conclusion of your test.
    8. From Table 1 it looks like Tuesday and Thursday have the largest difference from one year to the next.  Why is it wrong to now testing the hypothesis  “2017 has more cyclists on Tuesdays and Thursdays than in 2016”?

Please explain part h) more details, thanks a lot.

Solutions

Expert Solution

a) here the positive aspect of university's samolsam strategy is that they have collected paired data.

Negative strategy is that they have collected data between 8-10 am only and for one week only .

b) As University is interested in determining if the number of people coming to work by pedal bicycle has changed from 2016 to 2017 that's why paired approach is appropriate.

c) H0: mean difference di is zero

H1: mean difference di is not zero

d)


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