In: Statistics and Probability
A college entrance test company determined that a score of
21
on the mathematics portion of the test suggests that a student is ready for college-level mathematics. To achieve this goal, the company recommends that students take a core curriculum of math courses in high school. Suppose a random sample of
150
students who completed this core set of courses results in a mean math score of
21.4
on the college entrance test with a standard deviation of
3.4
Do these results suggest that students who complete the core curriculum are ready for college-level mathematics? That is, are they scoring above
21
on the math portion of the test? Complete parts a) through d) below.
a) State the appropriate null and alternative hypotheses.
b) Verify that the requirements to perform the test using the t-distribution are satisfied. Check all that apply.
c) Use the P-value approach at the
alphaαequals=0.05
level of significance to test the hypotheses in part (a).
Identify the test statistic.
Identify the P-value.
d) Write a conclusion based on the results. Choose the correct answer below.
▼
Reject
Do not reject
the null hypothesis and claim that there
▼
is not
is
sufficient evidence to conclude that the population mean is
▼
less
greater
than
21.
Answer:
n= 150, = 21
= 21.4 , s = 3.4
= 0.05
a)
null and alternative hypothesis is
Ho: = 21
H1: > 21
b)
- The students were randomly sampled.
-The sample size is larger than 30.
-The students test scores were independent of one another.
c)
formula for test statistics is
t = 1.44088
to = 1.44
now calculate P-Value for this one tailed test with df= n-1 = 150-1 = 149, using following
excel command we get p-value as,
P-Value = 0.076
decision rule is,
Reject Ho if (P-Value) < ( )
Here, ( P-Value = 0.076) > ( = 0.05 )
Hence,
Null hypothesis is NOT rejected.
d)
Do not reject the null hypothesis and claim that there is not sufficient evidence to conclude that the population mean is greater than 21