Required Resources
Read/review the following resources for this activity:
- Textbook: Chapter 9 (All Sections)
- Lesson
- Minimum of 1 scholarly source
Initial Post Instructions
After reviewing data from a sample, an inference can be made about the population. For example,
Find a data set on the internet. Some suggested search terms: Free Data Sets, Medical Data Sets, Education Data Sets.
- Introduce your Data Set and Cite the Source.
- What trends do you notice in your data set?
- Based on the trends and the history of your data set, make a claim. What kind of test (left, right, two tailed) would you have to complete?
- Explain the steps needed to complete the Hypothesis Test. What is needed?
Follow-Up Post Instructions
Respond to at least two peers or one peer and the instructor. Further the dialogue by providing more information and clarification.
- Based on the claim presented by your peer, state the null and alternative hypothesis and process you would take to determine if you would Reject or Fail to Reject Ho.
- Based on the data and history presented by your peer, state a new claim and explain why you think your claim is valid.
Solution:
Week 7 Assignment: Course Project Part II
Births, marriages, divorces, and deaths: Provisional data for September 2009
Summary Table for _Live Births___ | |
Mean | 7047 |
Median | 4936 |
Standard Deviation | 8358 |
Minimum | 519 |
Maximum | 46117 |
Summary Table for _Deaths____ | |
Mean | 35116 |
Median | 24886.5 |
Standard Deviation | 35581.64 |
Minimum | 2718 |
Maximum | 172700 |
Summary Table for _Marriages____ | |
Mean | 3970.35 |
Median | 2687.5 |
Standard Deviation | 3913.25 |
Minimum | 152 |
Maximum | 19775 |
Summary Table for _Divorces_____ | |
Mean | 1537.33 |
Median | 1251 |
Standard Deviation | 1427.5 |
Minimum | 102 |
Maximum | 7082 |
Hypothesis Testing
- Determine if there is sufficient evidence to conclude the average amount of births is over 5000 in the United States and territories at the 0.05 level of significance.
Sample size (n) = 52
Sample mean = 7047
Sample standard deviation (s) = 8358
The null and alternative hypotheses are,
H0:u=5000
Ha:u>5000
Test statistic is; Z= (x – μ0)/(σ/√n)
= 1.77
Critical value at 0.05 level of significance is, Z* = 1.645
Since, test statistic = 1.77 > 1.645
We reject the null hypothesis (H0).
Thus we can conclude that there is sufficient evidence to conclude the average amount of births is over 5000 in the United States.
- Determine if there is sufficient evidence to conclude the average amount of deaths is equal to 6000 in the United States and territories at the 0.10 level of significance.
Sample size (n) = 52
Sample mean = 35116
Sample standard deviation (s) = 35581.64
The null and alternative hypotheses are….
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