The average response time to a bank robbery is about 9 min. A local community wants to improve on this time, so they implement advanced training seminars. They find that the new response time for a sample of 36 police officers is 8+4.2 (M SD) min. Test whether this advanced training seminar reduced response time at a.05 level of significance. A. This advanced training seminar significantly reduced response time, t(35) 11.43,p <.05 B. This advanced training seminar significantly reduced response time, (35)1.43, p < .05 C. This advanced training seminar did not reduce response time, t(35)--1.43, p> .05. D. There is not enough information to answer this question.

Respuesta :

Using the t-distribution, it is found that since the test statistic is above the critical value for the left-tailed test, it is found that this advanced training seminar did not reduce response time, hence option C is correct.

At the null hypothesis, we test if the mean time has not been reduced, that is, it still is of 9 minutes, hence:

[tex]H_0: \mu = 9[/tex]

At the alternative hypothesis, we test if it has been reduced, that is, it is less than 9 minutes, hence:

[tex]H_1: \mu < 9[/tex]

We have the standard deviation for the sample, thus, the t-distribution is used. The test statistic is given by:

[tex]t = \frac{\overline{x} - \mu}{\frac{s}{\sqrt{n}}}[/tex]

The parameters are:

  • [tex]\overline{x}[/tex] is the sample mean.
  • [tex]\mu[/tex] is the value tested at the null hypothesis.
  • s is the standard deviation of the sample.
  • n is the sample size.

For this problem, the values of the parameters are: [tex]\overline{x} = 8, \mu = 9, s = 4.2, n = 36[/tex]

Then, the value of the test statistic is:

[tex]t = \frac{\overline{x} - \mu}{\frac{s}{\sqrt{n}}}[/tex]

[tex]t = \frac{8 - 9}{\frac{4.2}{\sqrt{36}}}[/tex]

[tex]t = -1.43[/tex]

The critical value for a left-tailed hypothesis test with 35 df and a significance level of 0.05 is [tex]t^{\ast} = -1.69[/tex].

Since the test statistic is above the critical value for the left-tailed test, it is found that this advanced training seminar did not reduce response time, hence option C is correct.

A similar problem is given at https://brainly.com/question/13873630