Question

In: Statistics and Probability

The Municipal Transit Authority claims that, on weekdays, fewer passengers ride the train that departs at...

The Municipal Transit Authority claims that, on weekdays, fewer passengers ride the train that departs at 8 a.m. than the one that departs at 2 p.m. The following sample statistics were determined. The table shows the average number of riders for each train, after samples from random days were taken for each train.

                                                n x bar s

            Morning Train             30                    323                  41

            Afternoon Train          45                    356                  45

            Test at the a=.05 level of significance whether the data provide sufficient evidence to conclude that fewer passengers ride the morning.

            a. State the Null and the Alternative Hypotheses, explaining which is mean 1 and which is mean 2. (2)

            c. State the conclusion about the claim and how you made the decision. (4)

Solutions

Expert Solution

We have given

n xbar s
            Morning Train 30 323 41
            Afternoon Train 45 356 45

=.05

Null and the Alternative Hypotheses

Null Hypotheses:there is a no significant difference between population means of riders for each train,

Alternative Hypotheses: there is a significant difference between population means of riders for each train,

H0:μ1 = μ2

Ha: μ1 < μ2

Mean1=average number of riders for Morning train

Mean2=average number of riders for Afternoon train

Here we use two sample t-test

Hypothesis test

Formula:

=(323-356)/sqrt((41^2/30)+(45^2/45))

=-3.2831

Critical value of t at  =.05 significance level for n1+n2-2=30+45-2=73 degrees of freedom is

t0.05,73=-1.666(left tailed)

c) since calculated |t| is grreater than |t_critical|

|-3.2831|=3.2831 > |-1.666|=1.666

i.e Hence we reject H0

Conclusion:

data provide sufficient evidence to conclude that fewer passengers ride the morning.


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