In: Statistics and Probability
Two professors at a local college developed a new teaching curriculum designed to increase students' grades in math classes. In a typical developmental math course, 55% of the students complete the course with a letter grade of A, B, or C. In the experimental course, of the 15 students enrolled, 12 completed the course with a letter grade of A, B, or C. Is the experimental course effective at the alpha equals 0.025 level of significance? Complete parts (a) through (g).
(a) State the appropriate null and alternative hypotheses.
Upper H 0:
versus
Upper H 1:
(Type integers or decimals. Do not round.)
(b) Verify that the normal model may not be used to estimate the P-value.
Because np 0 left ( 1 minus p 0 right )= ___, ___ 10, the normal model may not be used to approximate the P-value.
(Round to one decimal place as needed.)
(c) Explain why this is a binomial experiment.
There is a fixed number of trials with two mutually exclusive outcomes. The trials are independent and the probability of success is fixed at
_____?____ for each trial.
(Type an integer or a decimal. Do not round.)
(d) Determine the P-value using the binomial probability distribution. State your conclusion to the hypothesis test.
First determine the P-value.
P-value =
(Round to three decimal places as needed.)
Is there sufficient evidence to support the research that the experimental course is effective?
A.
Yes, do not reject the null hypothesis because the P-value is greater than alpha. There is sufficient evidence to conclude that the experimental course is effective.
B.
No, do not reject the null hypothesis because the P-value is greater than alpha. There is insufficient evidence to conclude that the experimental course is effective.
.C.
No, reject the null hypothesis because the P-value is less than alpha. There is insufficient evidence to conclude that the experimental course is effective.
D.
Yes, reject the null hypothesis because the P-value is less than alpha. There is sufficient evidence to conclude that the experimental course is effective.
(e) Suppose the course is taught with 45 students and 30 complete the course with a letter grade of A, B, or C. Verify whether the normal model may now be used to estimate the P-value.
Because np 0 left ( 1 minus p 0 right )= ___, _____ ? 10, the sample size is less than 5% of the population size, and the sample can be reasonably
assumed to be random, the normal model may be used to approximate the P-value.
(Round to one decimal place as needed.)
(f) Use the normal model to obtain and interpret the P-value. State your conclusion to the hypothesis test.
First find the test statistic, z 0.
z 0=
(Round to two decimal places as needed.)
Now determine the P-value.
P-value=
(Round to three decimal places as needed.)
Is there sufficient evidence to support the research that the experimental course is effective?
A.
Yes, reject the null hypothesis because the P-value is greater than alpha. There is sufficient evidence to conclude that the experimental course is effective.
B.
No, do not reject the null hypothesis because the P-value is less than alpha. There is insufficient evidence to conclude that the experimental course is effective.
Your answer is not correct.C.
Yes, reject the null hypothesis because the P-value is less than alpha. There is sufficient evidence to conclude that the experimental course is effective.
.D.
No, do not reject the null hypothesis because the P-value is greater than alpha. There is insufficient evidence to conclude that the experimental course is effective.
(a)
(b)
Here we have
n=15 and p=0.55
So is less than 10 so the normal model may not be used to approximate the P-value.
(c)
There is a fixed number of trials with two mutually exclusive outcomes. The trials are independent and the probability of success is fixed at 0.55 for each trial.
(d)
B.
No, do not reject the null hypothesis because the P-value is greater than alpha. There is insufficient evidence to conclude that the experimental course is effective.
---------------------------------
(e)
Here we have
n=45 and p=0.55
So is greater than 10 so the normal model can be used to approximate the P-value.
Conclusion:
D.
No, do not reject the null hypothesis because the P-value is greater than alpha. There is insufficient evidence to conclude that the experimental course is effective.