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Paper Assignment A study was conducted on patients with liver disease and some of their observations were included in the attached excel sheet. Use the dataset provided to answer the following questions: Q. 1. Write a statistical summary for participants' demographic and health details that include important variables such as Albumin Level, Age, Gender, Systolic BP, and Smoking Status. Point- 5 Q. 2. Compute most appropriate measure of central tendency and dispersion to report the variable Albumin level. Point- 2 Q. 3. (a) What is the appropriate statistical test to identify the significant difference between Gender groups and patients' Albumin level? (b) Write down the assumptions of the proposed statistical test. (c) Formulate null hypothesis & alternative hypothesis for such an association. Point-3

Paper Assignment A study was conducted on patients with liver disease and some of their observations were included in the attached excel sheet. Use the dataset provided to answer the following questions: Q. 1. Write a statistical summary for participants' demographic and health details that include important variables such as Albumin Level, Age, Gender, Systolic BP, and Smoking Status. Point- 5 Q. 2. Compute most appropriate measure of central tendency and dispersion to report the variable Albumin level. Point- 2 Q. 3. (a) What is the appropriate statistical test to identify the significant difference between Gender groups and patients' Albumin level? (b) Write down the assumptions of the proposed statistical test. (c) Formulate null hypothesis & alternative hypothesis for such an association. Point-3

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Paper Assignment A study was conducted on patients with liver disease and some of their observations were included in the attached excel sheet. Use the dataset provided to answer the following questions: Q. 1. Write a statistical summary for participants' demographic and health details that include important variables such as Albumin Level, Age, Gender, Systolic BP, and Smoking Status. Point- 5 Q. 2. Compute most appropriate measure of central tendency and dispersion to report the variable Albumin level. Point- 2 Q. 3. (a) What is the appropriate statistical test to identify the significant difference between Gender groups and patients' Albumin level? (b) Write down the assumptions of the proposed statistical test. (c) Formulate null hypothesis & alternative hypothesis for such an association. Point-3
Patient ID Smoking Status A0001 A0002 A0003 A0004 A0005 A0006 A0007 A0008 A0009 A0010 A0011 A0012 A0013 A0014 A0015 A0016 A0017 A0018 A0019 A0020 A0021 A0022 A0023 A0024 A0025 A0026 A0027 A0028 A0029 A0030 A0031 A0032 A0033 A0034 A0035 YES NO NO YES NO YES NO YES NO YES NO YES YES NO YES NO NO YES NO YES NO YES NO YES NO YES NO YES NO YES NO YES NO YES NO Age 36 28 36 38 29 35 39 40 38 32 36 35 29 26 45 40 39 36 28 30 28 45 40 39 36 28 30 28 36 38 28 45 40 39 36 Albumin(g/dl) 4 3.5 3.2 4.8 3.8 4.3 4 4.5 3.5 2.8 5 3.4 3 2.8 4 2.5 3 2.8 3 4.5 5 2.6 4.5 2.5 2.8 4 2.8 3 4 2.2 5 2.6 4.5 2.5 2.8 Gender Male Female Female Female Male Male Male Female Female Male Male Female Male Female Male Female Male Male Female Male Female Female Male Female Female Male Female Female Female Male Female Female Male Female Female BMI 25.7 29.6 25.9 20.3 22.5 22.5 24.8 23.5 25.5 21.5 20.4 23.5 20.5 25.5 28.6 29.9 30 30.3 28.9 23.8 24.6 38.5 26.7 22.8 30.5 26.8 25.6 27.8 24.6 38.5 24.6 38.5 26.7 22.8 30.5 Exercise No No yes No Yes yes No Yes No No Yes No No Yes No No yes No Yes yes No No yes yes No yes No Yes yes No No No yes yes No Systolic BP (mmHg) 130 126 126 110 136 118 120 116 128 126 120 118 110 110 138 140 139 140 140 118 120 138 120 116 126 110 116 129 120 138 120 138 120 116 126
Transcribed Image Text:Patient ID Smoking Status A0001 A0002 A0003 A0004 A0005 A0006 A0007 A0008 A0009 A0010 A0011 A0012 A0013 A0014 A0015 A0016 A0017 A0018 A0019 A0020 A0021 A0022 A0023 A0024 A0025 A0026 A0027 A0028 A0029 A0030 A0031 A0032 A0033 A0034 A0035 YES NO NO YES NO YES NO YES NO YES NO YES YES NO YES NO NO YES NO YES NO YES NO YES NO YES NO YES NO YES NO YES NO YES NO Age 36 28 36 38 29 35 39 40 38 32 36 35 29 26 45 40 39 36 28 30 28 45 40 39 36 28 30 28 36 38 28 45 40 39 36 Albumin(g/dl) 4 3.5 3.2 4.8 3.8 4.3 4 4.5 3.5 2.8 5 3.4 3 2.8 4 2.5 3 2.8 3 4.5 5 2.6 4.5 2.5 2.8 4 2.8 3 4 2.2 5 2.6 4.5 2.5 2.8 Gender Male Female Female Female Male Male Male Female Female Male Male Female Male Female Male Female Male Male Female Male Female Female Male Female Female Male Female Female Female Male Female Female Male Female Female BMI 25.7 29.6 25.9 20.3 22.5 22.5 24.8 23.5 25.5 21.5 20.4 23.5 20.5 25.5 28.6 29.9 30 30.3 28.9 23.8 24.6 38.5 26.7 22.8 30.5 26.8 25.6 27.8 24.6 38.5 24.6 38.5 26.7 22.8 30.5 Exercise No No yes No Yes yes No Yes No No Yes No No Yes No No yes No Yes yes No No yes yes No yes No Yes yes No No No yes yes No Systolic BP (mmHg) 130 126 126 110 136 118 120 116 128 126 120 118 110 110 138 140 139 140 140 118 120 138 120 116 126 110 116 129 120 138 120 138 120 116 126
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