# Null and alternate hypothesis

1.A machine produces 5-inch nails. A sample of 12 nails was selected and their lengths determined. The results are as follows:

4.94 4.94 5.07 4.91 4.98 5.00 4.94 5.09 5.00 4.92 5.08 5.06

Assuming that a = 0.10, test the hypothesis that the population mean is equal to 5.

?State the null and alternate hypotheses

?Calculate the mean and standard deviation

?Determine which test statistic applies, and calculate it

?Determine the critical value(s).

?State your decision: Should the null hypothesis be rejected?

7. The pulse rates below were recorded over a 30-second time period, both before and after a physical fitness regimen. The data is shown below for 8 randomly selected participants. Is there sufficient evidence to conclude that a significant amount of improvement took place? Assume pulse rates are normally distributed. Test using a = 0.05.

?State the null and alternate hypotheses

?Calculate the mean and standard deviation

?Determine which test statistic applies, and calculate it

?Determine the critical value(s).

?State your decision: Should the null hypothesis be rejected?

Before 43 34 37 41 41 59 36 58

After 37 36 40 49 52 51 31 55

(Points :10)

8. You are given the following data. Test the claim that there is a difference in the means of the two groups. Use a = 0.05.

Group A Group B

xbar1 = 10 xbar2 = 4

s1 = 15 s2 = 19

n1 = 89 n2 = 69

?State the null and alternate hypotheses

?Determine which test statistic applies, and calculate it

?Determine the critical value(s).

?State your decision: Should the null hypothesis be rejected?

https://brainmass.com/statistics/hypothesis-testing/null-alternate-hypothesis-289337

#### Solution Preview

Please see the attached file.

1. The null hypothesis to be tested is

Against the alternative hypothesis

Given a sample of 12 observations

Mean = = 4.99

Variance = = 0.0044

Standard deviation = = 0.0663

The test statistic , this statistic follows student's t distribution with n-1 degrees of freedom.

The calculated value of the test statistic

From student's t tables with 11 d.f the critical value for = 0.10 is =1.80

(Note that this critical value can be obtained by using TINV ...

#### Solution Summary

A null and alternative hypothesis is examined.