In: Statistics and Probability
During the recent primary elections, the democratic presidential candidate showed the following pre-election voter support in Alabama and Mississippi.
State |
Voters Surveyed |
Voters in favor of Democratic Candidate |
Alabama |
710 |
352 |
Mississippi |
915 |
480 |
We want to determine whether or not the PROPORTIONS of voters favoring the Democratic candidate were the same in both states. In other words, is the first proportion (p1) the same as (p2)? What formula, from this week’s Notations and Symbols, would be applicable in the hypothesis test? (Notice you are not doing a hypothesis test – you are saying which formula applies).
Answer:
Given that,
During the recent primary elections, the democratic presidential candidate showed the following pre-election voter support in Alabama and Mississippi.
Given table,
State |
Voters Surveyed |
Voters in favor of Democratic Candidate |
Alabama |
710 |
352 |
Mississippi |
915 |
480 |
Let p1 and p2 be the population proportions of voters favoring the Democratic candidate in Alabama and Mississippi respectively.
The appropriate hypothesis are,
H0: p1 = p2
Ha : p1 p2
Sample proportions,
pooled proportion p=
=
=832.535/1625
=0.512
Standard error of difference in proportions, SE =
=0.025
Test statistic:
Z=|p1 -p2|/SE
=|0.496-0.525|/0.025
=0.029/0.025
=1.16