Would you please explain in full detail so that I can get a better understanding. Minimum of 4 pages. 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. 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. Background information on the Data: The data set consists of 65 patients that have the infectious disease with ages ranging from 35 years of age to 81 years of age for NCLEX Memorial Hospital. Patient # Infectious Disease Age 1 Yes. 69 2. Yes. 35 3. Yes. 60 4. Yes. 55 5. Yes. 49 6. Yes. 60 7. Yes. 72 8. Yes. 70 9. Yes. 70 10. Yes. 73 11. Yes. 68 12. Yes. 72 13. Yes. 74 14. Yes. 69 15. Yes. 46 16. Yes. 48 17. Yes. 71 18. Yes. 55 19. Yes. 49 20. Yes. 60 21. Yes. 72 22. Yes. 70 23. Yes. 76 24. Yes. 56 25. Yes. 59 26. Yes. 64 27. Yes. 71 28. Yes. 69 29. Yes. 71 30. Yes. 61 31. Yes. 70 32. Yes. 55 33. Yes. 45 34. Yes. 69 35. Yes. 54 36. Yes. 48 37. Yes. 60 38. Yes. 61 39. Yes. 50 40. Yes. 59 41. Yes. 60 42. Yes. 62 43. Yes. 63 44. Yes. 53 45. Yes. 64 46. Yes. 50 47. Yes. 69 48. Yes. 52 49. Yes. 68 50. Yes. 71 51. Yes. 69 52. Yes. 59 53. Yes. 58 54. Yes. 69 55. Yes. 65 56. Yes. 61 57. Yes. 59 58. Yes. 71 59. Yes. 71 60. Yes. 68 61. Yes. 49 62. Yes. 73 63. Yes. 64 64. Yes. 81 65. Yes. 71 Would you please Discuss the importance of constructing confidence intervals for the population mean. What are confidence intervals? What is a point estimate? What is the best point estimate for the population mean? Explain. Why do we need confidence intervals? evaluate the following: Find the best point estimate of the population mean. Construct a 95% confidence interval for the population mean. Assume that your data is normally distributed and , the population standard deviation, is unknown. Would you Please show your work for the construction of this confidence interval. Write a statement that correctly interprets the confidence interval in context of the topic. Based on the topic, evaluate the following: Find the best point estimate of the population mean. Construct a 99% confidence interval for the population mean. Assume that your data is normally distributed and , the population standard deviation, is unknown. Would you Please show your work for the construction of this confidence interval. Write a statement that correctly interprets the confidence interval in context of the topic. Compare and contrast your findings for the 95% and 99% confidence interval. Did you notice any changes in your interval estimate? Explain. What conclusion(s) can be drawn about your interval estimates when the confidence level is increased? Explain