In: Statistics and Probability
A charity solicits donations by phone. From long experience the charity's director reports that 60 percent of the calls will result in refusal to donate, 30 percent will request more information via the mail, and 10 percent will result in an immediate credit card donation. For a sample of 200 calls last week, 140 refused to donate, 50 requested additional information, and 10 made an immediate donation. At the 0.10 significance level was the sample result different from the usual pattern?
a. State the null and alternate hypothesis
b. State the decision rule.
c. Compute the value of the test statistic.
d. What is your decision regarding the null hypothesis? Interpret the result.
A charity solicits donations by phone. From long experience the charity's director reports that 60 percent of the calls will result in refusal to donate, 30 percent will request more information via the mail, and 10 percent will result in an immediate credit card donation. For a sample of 200 calls last week, 140 refused to donate, 50 requested additional information, and 10 made an immediate donation. At the 0.10 significance level was the sample result different from the usual pattern?
a. State the null and alternate hypothesis
Ho: Donations result same as the usual pattern
H1: Donations result different from the usual pattern
b. State the decision rule.
Critical chi square with 2 df at 0.10 level =4.605
Rejection Rule: Reject Ho if calculated chi square > 4.605
c. Compute the value of the test statistic.
Goodness of Fit Test |
||||
observed |
expected |
O - E |
(O - E)² / E |
|
140 |
120.000 |
20.000 |
3.333 |
|
50 |
60.000 |
-10.000 |
1.667 |
|
10 |
20.000 |
-10.000 |
5.000 |
|
Total |
200 |
200.000 |
0.000 |
10.000 |
10.000 |
chi-square |
|||
2 |
df |
|||
.0067 |
p-value |
d. What is your decision regarding the null hypothesis? Interpret the result.
calculated chi square = 10.000 which is > 4.605. we reject Ho.
We conclude that the donations result different from the usual pattern.