In: Statistics and Probability
A random sample of sixty (60) long distance truck drivers were each asked if they often feel tired while driving. Forty five (45) of the truck drivers replied “yes”.
(a) What is the sample proportion of long distance truck drivers who often feel tired while driving (two decimal places)? Type only the numeric answer in the box .
The government introduced new laws requiring long distance truck drivers to take minimum rest breaks. Prior to introducing the new laws, the true proportion of long distance truck drivers who often felt tired while driving was 70%. Six months after introducing the new laws, another random sample of 60 long distance truck drivers is surveyed with 34 indicating they often feel tired while driving.
(b) State the direction of the alternative hypothesis to test whether the proportion of long distance truck drivers who often feel tired while driving has reduced below 70% after the introduction of the new laws. Type gt (greater than), ge (greater than or equal to), lt (less than), le (less than or equal to) or ne (not equal to) as appropriate in the box .
(c) State the critical value to conduct the test at 10% level of significance (two decimal places). Type only the numeric value with the correct sign in the box . (No need to specify whether it is tcrit or Zcrit).
(d) What is the calculated test statistic (two decimal places)? Type only the numeric value with the correct sign in the box . (No need to specify whether it is tcalc or Zcalc)
(e) Is the null hypothesis rejected for this test? Type yes or no in the box .
(f) What is the p-value for this test (four decimal places)? .
(g) If it was later found that the true population proportion of long distance truck drivers who indicated they often felt tired while driving after introduction of the new laws was 72%, determine the nature of the decision made in the test in part (e). Type cd (correct decision), 1 (a Type I error was made) or 2 (a Type II error was made) as appropriate in the box .
a. The sample proportion of long distance truck drivers who often feel tired while driving is given by
b. Here we have to test the hypothesis that the proportion of long distance truck drivers p, who often feel tired while driving has reduced below 70% after the introduction of the new laws. that is weather p <0.7 .To test this the hypotheis is given by
Here Ha represents the alternative hypothesis. So your ans is less than type.
c. To test the hypotheis in part b we need the following test statitics
Our test is one sided and thus by standard normal table, at 10% level of significance the critical value is
-1.28.
d. Since six months after introducing the new laws, among random sample of 60 long distance truck drivers 34 are feeling tired while driving. so p=34/60= 0.57, so test statistics
e. By comparing the z calculated by its critical value (z cal < z crit), we can say that the null hypotheis can not be accepted.
f.