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Course Project - Phase 3 This week you will begin working on Phase 3 of your course project. Using the same data set and variables
Course Project - Phase 3 This week you will begin working on Phase 3 of your course project. Using the same data set and variables for your selected topic, add the following information to your analysis: 1. Discuss the process for hypothesis testing. Discuss the 8 steps of hypothesis testing? When performing the 8 steps for hypothesis testing, which method do you prefer; P-Value method or Critical Value method? Why? 2. Perform the hypothesis test. If you selected Option 1: o Original Claim: The average salary for all jobs in Minnesota is less than $65,000. o Test the claim using = 0.05 and assume your data is normally distributed and is unknown. If you selected Option 2: o Original Claim: The average age of all patients admitted to the hospital with infectious diseases is less than 65 years of age. o Test the claim using = 0.05 and assume your data is normally distributed and is unknown. Based on your selected topic, answer the following: o Write the null and alternative hypothesis symbolically and identify which hypothesis is the claim. o Is the test two-tailed, left-tailed, or right-tailed? Explain. o Which test statistic will you use for your hypothesis test; z-test or t-test? Explain. o What is the value of the test-statistic? What is the P-value? o What is the critical value? o What is your decision; reject the null or do not reject the null? a. Explain why you made your decision including the results for your pvalue and the critical value. o State the final conclusion in non-technical terms. Please show your work for the construction of the test-statistic and explain your process for finding the p-value and critical value. Be sure to use the Equation Editor to format your equations. G310 Advanced Statistics and Analytics - Option 2 Introduction: As a healthcare professional, you will work to improve and maintain the health of individuals, families, and communities in various settings. Basic statistical analysis can be used to gain an understanding of current problems. Understanding the current situation is the first step in discovering where an opportunity for improvement exists. This course project will assist you in applying basic statistical principles to a fictional scenario in order to impact the health and wellbeing of the clients being served. This assignment will be completed in phases throughout the quarter. As you gain additional knowledge through the didactic portion of this course, you will be able to apply your new knowledge to this project. You will receive formative feedback from your instructor on each submission. The final project will be due on week 10. Scenario: You are currently working at NCLEX Memorial Hospital in the Infectious Diseases Unit. Over the past few days, you have noticed an increase in patients admitted with a particular infectious disease. You believe that the ages of these patients play a critical role in the method used to treat the patients. You decide to speak to your manager and together you work to use statistical analysis to look more closely at the ages of these patients. You do some research and put together a spreadsheet of the data that contains the following information: Client number Infection Disease Status Age of the patient You need the preliminary findings immediately so that you can start treating these patients. So let's get to work!!!! Background information on the Data: The data set consists of 60 patients that have the infectious disease with ages ranging from 35 years of age to 76 years of age for NCLEX Memorial Hospital. Remember this assignment will be completed over the duration of the course. Patient # Infectious Disease Age 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes 69 35 60 55 49 60 72 70 70 73 68 72 74 69 46 48 70 55 49 60 72 70 76 56 59 64 71 69 55 61 70 55 45 69 54 48 60 61 50 59 60 62 63 53 64 50 69 48 49 50 51 52 53 54 55 56 57 58 59 60 Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes 52 68 70 69 59 58 69 65 61 59 71 71 68
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