In: Statistics and Probability
Think of a problem that you may be interested in that deals with a comparison of two population means. Propose either a confidence interval or a hypothesis test question that compares these two means. Gather appropriate data and post your problem (without a solution) in the discussion topic. Once your initial post is complete, respond to your own post with the solution for others to check their work.
CAN SOMEONE GIVE ME A SIMPLE ANSWER THAT i CAN USE FOR MY DISCUSSION QUESTION ON THIS
PROBLEM THAT WE MAY BE INTERESTED IN THAT DEALS WITH A COMPARISON OF TWOPOPULATIONS:
The exact data can be obtained from the boys and girls in the college and the conclusion can be arrived at as discussed in the example below:
Step 1:
Consider in our College, there are 150 girls and 250 boys.
Step 2:
Gather approriate data:
Consider, we collect marks obtained by all the girls and boys in an examination and compute the following statistics:
Statistics | Sample Size | Sample mean () | SampleSD (s) |
Girls | 150 | 75 | 15 |
Boys | 250 | 70 | 20 |
Step 3:
Research question:Is there a significant difference in the mean
scores obtained by boys and girls?
Step 4:
Solution:
H0: Null Hypothesis: 1= 2 (There is no significant difference in scores)
HA: Alternative Hypothesis: 1 2 (There is significant difference in scores)
Test statistic is:
Z = (75 - 70)/1.761=2.64
Since Z is greater than 2.58 at 1% level of significance, we reject null hypothesis.
Conclusion:
There is significant difference in the mean scores of boys and
girls.