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What is an Axiomatic product development lifecycle? Please give an extensive, but easy-to-understand explanation.
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Southern New Hampshire University MOD4 Hypothesis Testing for the Difference Between Two Population Parameters Discussion
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Southern New Hampshire University MOD4 Hypothesis Testing for the Difference Between Two Population Parameters Discussion
4-3 Jupyter Notebook (Discussion Prep)External Learning ToolThis activity will take you to the Jupyter Notebook containing the Python scripts for your Module Four discussion. It is highly recommended that you read through the discussion prompt before completing your work in this notebook. When you are finished completing and running the Python scripts, begin work on your initial discussion post.
Note: This task is not graded, but you will be required to attach your completed Jupyter notebook to your discussion post in the next activity.
4-4 Discussion: Hypothesis Testing for the Difference Between Two Population ParametersDiscussion TopicStarts May 22, 2021 10:59 PMUse the link in the Jupyter Notebook activity to access your Python script. Once you have made your calculations, complete this discussion. The script will output answers to the questions given below. You must attach your Python script output as an HTML file and respond to the questions below.In this discussion, you will apply the statistical concepts and techniques covered in this week's reading about hypothesis testing for the difference between two population proportions. In the previous week’s discussion, you studied a manufacturing process at a factory that produces ball bearings for automotive manufacturers. The factory wanted to estimate the average diameter of a particular type of ball bearing to ensure that it was being manufactured to the factory’s specifications.Recently, the factory began a new production line that is more efficient than the existing production line. However, the factory still needs ball bearings to meet the same specifications. To compare the accuracy of the new process against the existing process, the factory decides to take two random samples of ball bearings. The first sample is of 50 randomly selected ball bearings from the existing production line, and the second sample is of 50 randomly selected ball bearings produced from the new production line. For each sample, the diameters of the ball bearings were measured.The two samples will be generated using Python’s numpy module. These data sets will be unique to you, and therefore your answers will be unique as well. Run Step 1 in the Python script to generate your unique sample data.Suppose that the factory claims that the proportion of ball bearings with diameter values less than 2.20 cm in the existing manufacturing process is the same as the proportion in the new process. At alpha=0.05, is there enough evidence that the two proportions are the same? Perform a hypothesis test for the difference between two population proportions to test this claim.In your initial post, address the following items:
Define the null and alternative hypotheses in mathematical terms as well as in words.
Identify the level of significance.
Include the test statistic and the P-value. See Step 2 in the Python script. (Note that Python methods return two tailed P-values. You must report the correct P-value based on the alternative hypothesis.)
Provide a conclusion and interpretation of the test: Should the null hypothesis be rejected? Why or why not?
In your follow-up posts to other students, review your peers' analyses and address the following questions:
How does your conclusion compare to theirs?
Do they have the correct conclusion based on their P-value and the level of significance? Why or why not?
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Most Popular Content
4 pages
Rl Circuits
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I'm working on a networking project and need an explanation to help me learn.The description is attached. Please read care ...
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Welcome to Week # 8. This week's assignment will help you to fulfill the requirements for the 8th course objective (CO-8: ...
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Welcome to Week # 8. This week's assignment will help you to fulfill the requirements for the 8th course objective (CO-8: Prepare a plan to evaluate functions that encompass assessing the effectiveness of a program, policy, process, or security service in achieving its objectives). For this week's assignment instructions, please see below: Assignment Instructions:You are tasked as the Cyber Security Director at your new organization to prepare a plan to evaluate functions that encompass assessing the effectiveness of a program, policy, process, or security service in achieving its objectives. REQUIREMENTS:4 – 6 Pages in length in APA format (not including a cover page and reference section)Cover PageBackground SectionAnalysis of current research on the subject matterRecommendationsReference Section (a minimum of 5 references)MISCELLANEOUS:Use current and real world data to make your points, not just the textbook Your report may focus only on the topic of your choosing - imagine yourself working on one aspect of the report while team members complete the other areas following the same structure.Your assignment is due by Sunday not later than 11:55 p.m. Eastern time.
Southern New Hampshire University MOD4 Hypothesis Testing for the Difference Between Two Population Parameters Discussion
4-3 Jupyter Notebook (Discussion Prep)External Learning ToolThis activity will take you to the Jupyter Notebook contain ...
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4-3 Jupyter Notebook (Discussion Prep)External Learning ToolThis activity will take you to the Jupyter Notebook containing the Python scripts for your Module Four discussion. It is highly recommended that you read through the discussion prompt before completing your work in this notebook. When you are finished completing and running the Python scripts, begin work on your initial discussion post.
Note: This task is not graded, but you will be required to attach your completed Jupyter notebook to your discussion post in the next activity.
4-4 Discussion: Hypothesis Testing for the Difference Between Two Population ParametersDiscussion TopicStarts May 22, 2021 10:59 PMUse the link in the Jupyter Notebook activity to access your Python script. Once you have made your calculations, complete this discussion. The script will output answers to the questions given below. You must attach your Python script output as an HTML file and respond to the questions below.In this discussion, you will apply the statistical concepts and techniques covered in this week's reading about hypothesis testing for the difference between two population proportions. In the previous week’s discussion, you studied a manufacturing process at a factory that produces ball bearings for automotive manufacturers. The factory wanted to estimate the average diameter of a particular type of ball bearing to ensure that it was being manufactured to the factory’s specifications.Recently, the factory began a new production line that is more efficient than the existing production line. However, the factory still needs ball bearings to meet the same specifications. To compare the accuracy of the new process against the existing process, the factory decides to take two random samples of ball bearings. The first sample is of 50 randomly selected ball bearings from the existing production line, and the second sample is of 50 randomly selected ball bearings produced from the new production line. For each sample, the diameters of the ball bearings were measured.The two samples will be generated using Python’s numpy module. These data sets will be unique to you, and therefore your answers will be unique as well. Run Step 1 in the Python script to generate your unique sample data.Suppose that the factory claims that the proportion of ball bearings with diameter values less than 2.20 cm in the existing manufacturing process is the same as the proportion in the new process. At alpha=0.05, is there enough evidence that the two proportions are the same? Perform a hypothesis test for the difference between two population proportions to test this claim.In your initial post, address the following items:
Define the null and alternative hypotheses in mathematical terms as well as in words.
Identify the level of significance.
Include the test statistic and the P-value. See Step 2 in the Python script. (Note that Python methods return two tailed P-values. You must report the correct P-value based on the alternative hypothesis.)
Provide a conclusion and interpretation of the test: Should the null hypothesis be rejected? Why or why not?
In your follow-up posts to other students, review your peers' analyses and address the following questions:
How does your conclusion compare to theirs?
Do they have the correct conclusion based on their P-value and the level of significance? Why or why not?
Trine University Munich Gases Business Product Development Case Study
Please read the case study on page 435-441 and answer the end of case questions. Submit your assignment in a word document ...
Trine University Munich Gases Business Product Development Case Study
Please read the case study on page 435-441 and answer the end of case questions. Submit your assignment in a word document.
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