Given the following data, can you propose and describe atleast THREE examples of prediction models that you would apply on such data. Can you justify why each of the proposed models would be useful. You must provide a detailed description of each model in terms of independent and dependent variables among other factors. *Your response must be detailed.
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Given the following data, can you propose and describe atleast THREE exam model in terms of independent and dependent variables among other factors. Sex/gender Men Women Age (years) 20-21 22-23 24-25 Over 25 Depression history Yes No Tobacco smoking Current smoker Past smoker Never smoked Alcohol use 2 or more drinks/week 2-4 drinks/month Monthly or less Never Medical school students (n = 71) % (n) 42 (30) 58 (41) 3 (2) 31 (22) 39 (27) 27 (19) 34 (24) 66 (47) 3 (2) 31 (22) 66 (47) 21 (15) 41 (29) 21 (15) 16 (11) Social work students (n=76) % (n) 15 (11) 86 (65) 1 (1) 40 (30) 21 (16) 38 (29) 43 (32) 57 (43) 23 (17) 31 (23) 47 (35) 23 (17) 29 (22) 32 (24) 16 (12) Click Save and Submit to save and submit. Click Save All Answers to save all answ Q Search Given the following data, can you propose and describe atleast THREE exam model in terms of independent and dependent variables among other factors. Sex/gender Men Women Age (years) 20-21 22-23 24-25 Over 25 Depression history Yes No Tobacco smoking Current smoker Past smoker Never smoked Alcohol use 2 or more drinks/week 2-4 drinks/month Monthly or less Never Medical school students (n = 71) % (n) 42 (30) 58 (41) 3 (2) 31 (22) 39 (27) 27 (19) 34 (24) 66 (47) 3 (2) 31 (22) 66 (47) 21 (15) 41 (29) 21 (15) 16 (11) Social work students (n=76) % (n) 15 (11) 86 (65) 1 (1) 40 (30) 21 (16) 38 (29) 43 (32) 57 (43) 23 (17) 31 (23) 47 (35) 23 (17) 29 (22) 32 (24) 16 (12) Click Save and Submit to save and submit. Click Save All Answers to save all answ Q Search

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Based on the provided data on medical school and social work students we can propose three prediction models Logistic Regression Decision Trees and Support Vector Machines SVM Each of these models can ... View the full answer