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1. A writer of the business traveller column of a newspaper believes that business travellers who flew on an Airbus's A380 aircraft before would
1. A writer of the business traveller column of a newspaper believes that business
travellers who flew on an Airbus’s A380 aircraft before would prefer flying on this
aircraft than on a Boeing’s B747 aircraft. To verify his claim, she asks a business
analyst to perform a survey for her. The business analyst interviews a random sample
of 100 business travellers who have flown on both A380 and B747. 64 business
travellers say that they prefer the A380 aircraft.
(i) Test, at the 1% level of significance, whether or not the writer’s claim is correct
using the rejection region approach. You must define the parameter clearly in your
answer.
(ii) Find the p-value of the hypothesis test in (i).
2. A business analyst of an international airline is in charge of reviewing the existing
aircraft boarding procedure and a newly introduced procedure. Over a two- week
period, 360 randomly selected passengers who used the existing boarding procedure
and 360 randomly selected passengers who used the new boarding procedures were
asked if they were satisfied with the boarding experience. The business analyst finds
that 216 passengers were satisfied with the existing boarding procedure and 270
passengers were satisfied with the new boarding procedure. The business analyst
claims that the new boarding procedure is better than the existing procedure.
(i) Test, at the 1% level of significance, whether or not the business analyst’s claim is
correct. You must define the parameters clearly in your answer.
(ii) Calculate the p-value for the above test.
(iii) If the senior management of the airline requires that the maximum error of the
estimation of the difference of the two population proportions to be 0.02 at the 95%
3. In an executive MBA unit, the managing director of a courier service learnt a
training program to improve employee’s work efficiency. She modified this training
program and then recruited 30 randomly selected employees to participate in the
training program. Before joining this training program, each employee’s work
efficiency was measured by a score sheet (min. 0 point, max. 100 points). Upon the
completion of the training program, employee’s work efficiency was measured again.
The managing director believed that her training program can improve employee’s
work efficiency by at least 10 points.
Do you think that the managing director’s claim is supported by the data? use
significance level 0.05 .
4. On average, a business statistics textbook has 1.5 typing mistakes (i.e. typos) per
10 printed pages. A new business statistics textbook of 750 pages has just been
published.
(i) Ten pages are randomly taken from this book. Find the probability that there are
more than two typos. Verify your answer using Excel.
(ii) Find the probability that less than 80 typos are found in this textbook. Verify you
answer using Excel.