In: Statistics and Probability
A social worker was interested in determining whether there is a significance difference in the average monthly cost per child for childcare outside the home between state supported facilities and privately owned facilities. Two independent random samples yielded the following information:
State Supported Facilities |
Privately Owned Facilities |
|
Sample Size |
64 |
64 |
Sample Mean |
705 |
675 |
Standard Deviation |
95 |
80 |
Which Excel will calculate the test statistic?
a. |
=(705-675)/(SQRT(95/64+80/64)) |
|
b. |
=(705-675)/(SQRT(95^2/8+80^2/8)) |
|
c. |
=(705-675)/(SQRT(95/8+80/8)) |
|
d. |
=(705-675)/(SQRT(95^2/64+80^2/64)) |
Given that,
mean(x)=705
standard deviation , sigma1 =95
number(n1)=64
y(mean)=675
standard deviation, sigma2 =80
number(n2)=64
null, Ho: u1 = u2
alternate, H1: μ1 != u2
level of significance, alpha = 0.05
from standard normal table, two tailed z alpha/2 =1.96
since our test is two-tailed
reject Ho, if zo < -1.96 OR if zo > 1.96
we use test statistic (z) = (x-y)/sqrt(s.d1^2/n1)+(s.d2^2/n2)
zo=705-675/sqrt((9025/64)+(6400/64))
zo =1.932
| zo | =1.932
critical value
the value of |z alpha| at los 0.05% is 1.96
we got |zo | =1.932 & | z alpha | =1.96
make decision
hence value of | zo | < | z alpha | and here we do not reject
Ho
p-value: two tailed ( double the one tail ) - Ha : ( p != 1.932 ) =
0.05331
hence value of p0.05 < 0.05331,here we do not reject Ho
ANSWERS
---------------
null, Ho: u1 = u2
alternate, H1: μ1 != u2
test statistic: 1.932
critical value: -1.96 , 1.96
decision: do not reject Ho
p-value: 0.05331
we do not have enough evidence to support the claim that there is a
significance difference in the average monthly cost per child for
childcare outside the home between state supported facilities and
privately owned facilities
Answer:
option:D
test statistic: 1.932