In: Statistics and Probability
.Table below is a 2 × 2 table from an article that studied effects of racial characteristics on whether persons convicted of homicide received the death penalty. The 674 subjects classified in the table were the defendants in indictments involving cases with multiple murders in Florida between 1976 and 1987. Is there enough evidence that the death penalty was imposed less often on black defendants than on white defendants?
Death Penalty |
||||
Yes |
No |
TOTAL |
||
Defendant’s Race |
White |
53 |
430 |
483 |
Black |
15 |
176 |
191 |
|
TOTAL |
68 |
606 |
674 |
Result:
Table below is a 2 × 2 table from an article that studied effects of racial characteristics on whether persons convicted of homicide received the death penalty. The 674 subjects classified in the table were the defendants in indictments involving cases with multiple murders in Florida between 1976 and 1987. Is there enough evidence that the death penalty was imposed less often on black defendants than on white defendants?
Death Penalty |
||||
Yes |
No |
TOTAL |
||
Defendant’s Race |
White |
53 |
430 |
483 |
Black |
15 |
176 |
191 |
|
TOTAL |
68 |
606 |
674 |
Group1 = White
Group2 = Black
Two sample proportion test used
Ho: P1 = P2 H1: P1 > P2
Upper tail test used
p1=53/483=0.1097
p2=15/191=0.0785
P = (x1+x2)/(n1+n2)
=(53+15)/(483+191) = 0.1009
=1.2118
Table value of z at 0.05 level = 1.645
Rejection Region: Reject Ho if z > 1.645
Calculated z = 1.2118 not in the rejection region
The null hypothesis is not rejected.
There is not enough evidence to conclude that the death penalty was imposed less often on black defendants than on white defendants.
Z Test for Differences in Two Proportions |
|
Data |
|
Hypothesized Difference |
0 |
Level of Significance |
0.05 |
Group 1 |
|
Number of Items of Interest |
53 |
Sample Size |
483 |
Group 2 |
|
Number of Items of Interest |
15 |
Sample Size |
191 |
Intermediate Calculations |
|
Group 1 Proportion |
0.1097 |
Group 2 Proportion |
0.0785 |
Difference in Two Proportions |
0.0312 |
Average Proportion |
0.1009 |
Z Test Statistic |
1.2118 |
Upper-Tail Test |
|
Upper Critical Value |
1.645 |
p-Value |
0.1128 |
Do not reject the null hypothesis |