08 Apr You will complete a Course Project in this course that will span two weeks. The project is broken into two parts. You will complete Part I in We
THE TASK IS PART 1 AND PART 2
PLEASE ANSWER THE QUESTIONS ON THE TEMPLATE. USE THE RUBRICS AS A GUIDE AND THE FIGURES GIVEN IN THE ATTACHED
you will complete a Course Project in this course that will span two weeks. The project is broken into two parts. You will complete Part I in Week 6 and Part II in Week 7. In Week 6, Confidence Intervals will be explored and in Week 7 Hypothesis testing will be explored.
A confidence interval is a defined range of values such that there is a specified probability that the value of a parameter lies within the interval.
In Part I of this project, you will analyze data, complete research and provide a write-up that includes calculations.
Deliverables
1. Your professor will provide you with 50 pieces of data. Email your professor at the beginning of Week 6 if you did not receive the 50 pieces of data for Course Project Part I.
2. Please complete the provided worksheet.
· Project Part I Worksheet (Links to an external site.)
· Introduction–Provide a description of the data you were provided and discuss what you know about the chosen topic.
· Sample Data—Provide the 50 data values on your worksheet. You must provide ALL of your sample data.
· Problem Computations—For the topic, you must answer the following:
· Determine the mean and standard deviation of your sample.
· Find the 80%, 95%, and 99% confidence intervals.
· Make sure to list the margin of error for the 80%, 95%, and 99% confidence interval.
· Create your own confidence interval (you cannot use 80%, 95%, and 99%) and make sure to show your work. Make sure to list the margin of error.
· Provide a sentence for each confidence interval created which explains what the confidence interval means in context of topic of your project.
· Problem Analysis—Write a half-page reflection.
· What trend do you see takes place to the confidence interval as the confidence level rises? Explain mathematically why that takes place.
· Explain how Part I of the project has helped you understand confidence intervals better?
· How did this project help you understand statistics better?
Required Software
Microsoft Office: Word and Excel
Use a personal copy or access the software at https://application.chamberlain.edu (Links to an external site.).
Grading
This activity will be graded based on the Course Project grading rubric. You can view the rubric below.
Course Outcomes (CO)
· CO6
Due Date
Course Project Part I By 11:59 p.m. MT on Sunday of Week 6
Rubric
Week 6 Project: Part I
Week 6 Project: Part I |
|||||||
Criteria |
Ratings |
Pts |
|||||
This criterion is linked to a Learning OutcomePart I: Topic & Introduction |
|
4 pts |
|||||
This criterion is linked to a Learning OutcomePart I: Sample Data |
|
4 pts |
|||||
This criterion is linked to a Learning OutcomePart I: Mean & Standard Deviation |
|
5 pts |
|||||
This criterion is linked to a Learning OutcomePart I: Constructing the 80%, 95%, 99% Confidence Intervals |
|
15 pts |
|||||
This criterion is linked to a Learning OutcomePart I: Creating a new confidence interval |
|
7 pts |
|||||
This criterion is linked to a Learning OutcomePart I: Problem Analysis |
|
10 pts |
|||||
,
Emergency Room Wait Times (minutes)Avg time from registration upon arrival to seeing a licensed practitioner. March 2022 Wait 54 27 21 6 7 39 5 3 49 6 7 37 46 46 38 27 47 43 52 31 52 57 22 29 47 10 19 13 37 12 11 4 13 29 8 54 26 31 35 10 19 22 4 12 6 6 49 59 12 11
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Part I Data
Emergency Room Wait Times (minutes) | ||
Avg time from registration upon arrival to seeing a licensed practitioner. | ||
March 2022 | ||
Wait | ||
54 | ||
27 | ||
21 | ||
6 | ||
7 | ||
39 | ||
5 | ||
3 | ||
49 | ||
6 | ||
7 | ||
37 | ||
46 | ||
46 | ||
38 | ||
27 | ||
47 | ||
43 | ||
52 | ||
31 | ||
52 | ||
57 | ||
22 | ||
29 | ||
47 | ||
10 | ||
19 | ||
13 | ||
37 | ||
12 | ||
11 | ||
4 | ||
13 | ||
29 | ||
8 | ||
54 | ||
26 | ||
31 | ||
35 | ||
10 | ||
19 | ||
22 | ||
4 | ||
12 | ||
6 | ||
6 | ||
49 | ||
59 | ||
12 | ||
11 |
Part 2 Data
Provisional Number of Live Births, Deaths, Marriages and Divorces. | |||||
Each State, D.C. and Puerto Rico | |||||
March 2022 | |||||
Live Births | Deaths | Marriages | Divorces | ||
Alabama | 6,881 | 8,535 | 1,591 | 2,897 | |
Alaska | 6,655 | 5,369 | 133 | 890 | |
Arizona | 5,533 | 5,720 | 1,741 | 3,220 | |
Arkansas | 7,752 | 6,398 | 1,633 | 2,928 | |
California | 23,960 | 19,863 | 9,246 | 19,402 | |
Colorado | 6,460 | 7,397 | 2,885 | 5,117 | |
Connecticut | 6,460 | 7,171 | 1,498 | 5,184 | |
Delaware | 1,923 | 3,332 | 245 | 1,592 | |
District of Columbia | 1,790 | 1,893 | 143 | 1,400 | |
Florida | 8,231 | 8,761 | 8,717 | 9,373 | |
Georgia | 5,638 | 6,678 | 1,781 | 5,824 | |
Hawaii | 3,800 | 3,730 | 1,029 | 2,634 | |
Idaho | 1,879 | 2,248 | 117 | 1,254 | |
Illinois | 6,449 | 8,145 | 1,999 | 4,969 | |
Indiana | 6,552 | 7,429 | 1,457 | 4,644 | |
Iowa | 5,710 | 8,048 | 1,049 | 4,998 | |
Kansas | 3,746 | 5,028 | 436 | 3,610 | |
Kentucky | 8,002 | 5,358 | 2,035 | 4,299 | |
Louisiana | 5,502 | 4,818 | 1,675 | 3,990 | |
Maine | 2,851 | 3,240 | 118 | 2,527 | |
Maryland | 5,991 | 7,179 | 1,561 | 4,890 | |
Massachusetts | 6,479 | 7,432 | 2,045 | 4,864 | |
Michigan | 5,756 | 7,799 | 2,177 | 4,898 | |
Minnesota | 6,132 | 6,942 | 655 | 5,474 | |
Mississippi | 3,382 | 3,591 | 555 | 2,710 | |
Missouri | 5,647 | 5,963 | 1,402 | 4,698 | |
Montana | 1,822 | 2,426 | 118 | 1,126 | |
Nebraska | 5,775 | 6,862 | 399 | 4,997 | |
Nevada | 7,639 | 8,346 | 8,584 | 4,834 | |
New Hampshire | 2,121 | 2,341 | 101 | 1,060 | |
New Jersey | 6,495 | 6,535 | 1,615 | 3,527 | |
New Mexico | 2,725 | 3,067 | 259 | 1,217 | |
New York | 18,072 | 17,703 | 2,545 | 10,352 | |
North Carolina | 6,688 | 7,069 | 1,480 | 5,637 | |
North Dakota | 1,548 | 1,983 | 100 | 1,202 | |
Ohio | 10,274 | 10,366 | 4,139 | 5,082 | |
Oklahoma | 3,773 | 4,930 | 1,069 | 2,916 | |
Oregon | 3,674 | 4,046 | 1,256 | 3,088 | |
Pennsylvania | 15,247 | 15,389 | 4,231 | 8,819 | |
Rhode Island | 1,968 | 2,339 | 459 | 1,581 | |
South Carolina | 6,472 | 6,595 | 3,032 | 4,737 | |
South Dakota | 2,676 | 2,584 | 102 | 1,568 | |
Tennessee | 7,557 | 8,532 | 2,296 | 7,065 | |
Texas | 18,431 | 20,110 | 7,448 | 15,920 | |
Utah | 3,587 | 3,381 | 955 | 2,645 | |
Vermont | 2,753 | 3,238 | 553 | 1,609 | |
Virginia | 8,514 | 9,527 | 2,217 | 7,631 | |
Washington | 4,829 | 6,839 | 1,763 | 4,944 | |
West Virginia | 3,727 | 4,906 | 2,644 | 3,650 | |
Wisconsin | 4,666 | 6,680 | 2,252 | 3,930 | |
Wyoming | 1,707 | 2,430 | 189 | 1,549 | |
Puerto Rico | 3,250 | 6,073 | 2,529 | 1,563 | |
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MATH399: Course Project Part I Worksheet
Directions:
Please review the two articles listed below.
Confidence Intervals, Pt. 1:
Confidence Intervals, Pt. 2:
Introduction
(REMOVE THIS LINE PRIOR TO SUBMITTING REPORT: Summarize what you have learned about confidence intervals from the articles above. Discuss why it would be important to find the population mean of the data used for this term. Provide a description of the data you were provided and discuss what you know about the chosen topic.)
Sample Data
(REMOVE THIS LINE PRIOR TO SUBMITTING REPORT: List ALL of the sample data in the table below.)
Directions:
1. Use the table above to create an 80%, 95%, and 99% confidence interval.
2. Choose another confidence level (besides 80%, 95% or 99%) to create another confidence interval.
3. Provide a sentence for each confidence interval created above which explains what the confidence interval means in context of topic of your project.
Computations
(Round the mean and sample standard deviation to values to FIVE decimal places)
(REMOVE THIS LINE PRIOR TO SUBMITTING REPORT: Calculate each of the following.)
Sample Mean =
Sample Standard Deviation =
(Round the lower/upper limits and margin of error to THREE decimal places).
#1.
80% Confidence Interval:
80% Confidence Interval Margin of Error:
Sentence:
#2.
95% Confidence Interval:
95% Confidence Interval Margin of Error:
Sentence:
#3.
99% Confidence Interval:
99% Confidence Interval Margin of Error:
Sentence:
#4. Make up YOUR OWN Interval.
______% Confidence Interval:
______% Confidence Interval Margin of Error:
Sentence
Problem Analysis
(REMOVE THESE LINES PRIOR TO SUBMITTING REPORT: Write a half-page reflection. What trend do you see takes place to the confidence interval as the confidence level rises? Explain mathematically why that takes place. Explain how Part I of the project has helped you understand confidence intervals better? How did this project help you understand statistics better?)
©2021 Chamberlain University
,
Course Project, Part I
Introduction
(REMOVE THIS LINE PRIOR TO SUBMITTING REPORT: Summarize what you have learned about confidence intervals. Discuss why it would be important to know the population mean of the data used for this term. Is this an important health measure?)
Sample Data
(REMOVE THIS LINE PRIOR TO SUBMITTING REPORT: List ALL of the sample data in the table below.)
Directions:
1. Use the table above to create an 80%, 95%, and 99% confidence interval.
2. Choose another confidence level (besides 80%, 95% or 99%) to create another confidence interval.
3. Provide a sentence for each confidence interval created above which explains what the confidence interval means in context of topic of your project.
Computations
(Round all values to TWO decimal places)
(REMOVE THIS LINE PRIOR TO SUBMITTING REPORT: Calculate each of the following.)
Sample Mean =
Sample Standard Deviation =
80% Confidence Interval:
80% Confidence Interval Margin of Error:
Sentence:
95% Confidence Interval:
95% Confidence Interval Margin of Error:
Sentence:
99% Confidence Interval:
99% Confidence Interval Margin of Error:
Sentence:
______% Confidence Interval:
______% Confidence Interval Margin of Error:
Sentence
Problem Analysis
(REMOVE THESE LINES PRIOR TO SUBMITTING REPORT: Write a half-page reflection. What trend do you see takes place to the confidence interval as the confidence level rises? Explain mathematically why that takes place. Explain how Part I of the project has helped you understand confidence intervals better? How did this project help you understand statistics better?)
Course Project, Part II
Preliminary Calculations
Round Preliminary Values to the nearest whole number.
Summary Table for: |
Live Births |
Mean |
|
Median |
|
Sample Standard Deviation |
|
Minimum |
|
Maximum |
|
Sample Size |
Summary Table for: |
Deaths |
Mean |
|
Median |
|
Sample Standard Deviation |
|
Minimum |
|
Maximum |
|
Sample Size |
Summary Table for: |
Divorces |
Mean |
|
Median |
|
Sample Standard Deviation |
|
Minimum |
|
Maximum |
|
Sample Size |
Summary Table for: |
Marriages |
Mean |
|
Median |
|
Sample Standard Deviation |
|
Minimum |
|
Maximum |
|
Sample Size |
Hypothesis Testing
With the information that you gather from the Summary Tables above, test the following (you can use excel when appropriate):
Hypothesis Test #1:
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.
Step 1: Clearly state a null and alternative hypothesis, identify the claim, and the type of test.
Ho: μ ≥ ≤ =
Ha: μ < > ≠
Circle One: Left Tailed Test Right Tailed Test Two-Tailed Test
Step 2: Determine the Rejection Region
Pick ONE multiple choice answer below and fill in the critical value. Round Critical Value to two decimal places.
a) Reject Ho if Z ___________
b) Reject Ho if Z ___________
c) Reject Ho if Z is less than ___________ or greater than ___________ .
Step 3: Give the value of the test statistic and the P-Value
Z = _____________ P-Value = ______________
Step 4: Clearly state your conclusion
Circle One: Reject the Null Hypothesis….. OR…… Fail to Reject the Null Hypothesis
Step 5: Explain what your conclusion means in context of the data.
There _______ (IS/IS NOT) sufficient statistical evidence to ________ (SUPPORT/REJECT) the claim that the average amount of births is _________ (GREATER THAN/LESS THAN/EQUAL TO) 5000 in the United States and territories at the 0.05 level of significance.
Hypothesis Test #2:
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.
Step 1: Clearly state a null and alternative hypothesis, identify the claim, and the type of test.
Ho: μ ≥ ≤ =
Ha: μ < > ≠
Circle One: Left Tailed Test Right Tailed Test Two-Tailed Test
Step 2: Determine the Rejection Region
Pick ONE multiple choice answer below and fill in the critical value. Round Critical Value to two decimal places.
a) Reject Ho if Z ___________
b) Reject Ho if Z ___________
c) Reject Ho if Z is less than ___________ or greater than ___________ .
Step 3: Give the value of the test statistic and the P-Value
Z = ___________________ P-Value = _____________________
Step 4: Clearly state your conclusion
Circle One: Reject the Null Hypothesis….. OR…… Fail to Reject the Null Hypothesis
Step 5: Explain what your conclusion means in context of the data.
There _______ (IS/IS NOT) sufficient statistical evidence to ________ (SUPPORT/REJECT) the claim that the average amount of deaths is _________(GREATER THAN/LESS THAN/EQUAL TO) 6000 in the United States and territories at the 0.10 level of significance.
Hypothesis Test #3:
Determine if there is sufficient evidence to conclude the average amount of marriages is greater or equal to 2500 in the United States and territories at the .05 level of significance.
Step 1: Clearly state a null and alternative hypothesis, identify the claim, and the type of test.
Ho: μ ≥ ≤ =
Ha: μ < > ≠
Circle One: Left Tailed Test Right Tailed Test Two-Tailed Test
Step 2: Determine th
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