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# The patient 457631 has been hospitalized at age 58.08 with the 5 diagnoses IV17.3, I401.9, I278.00, I786.05, I272.4, calculate what is the probability of this patient dying in the next 6 months.

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Question 1 (related to procedures): The patient 457631 has been hospitalized at age 58.08 with the 5 diagnoses IV17.3, I401.9, I278.00, I786.05, I272.4, calculate what is the probability of this patient dying in the next 6 months.

• Using this data file, write a procedure code that calculates the likelihood ratios associated with any diagnosis.
• Repeatedly execute the procedure for the five diagnoses of the patient and estimate the likelihood ratios associated with this patient's death.
• Predict the odds of mortality by multiplying the five likelihood ratios.

Question 2 (related to nested queries):

• Using this data file, write a nested query that first finds the last visit by a patient and then reports their diagnoses during the last visit.
• Write the same code without using a nested query.
• Report the difference in computational time in seconds

Question 3: Refer to the patient 457631 that was analyzed. This patient has been hospitalized at age 58.08 with the 5 diagnoses IV17.3, I401.9, I278.00, I786.05, I272.4.

• Using this data file, Calculate how many patients show in the data with 2, 3, 4, and 5 combinations of these diagnoses.
• Use a do-while command to go through the various combination of these diagnoses. Calculate the odds of mortality for each of these combinations of diagnoses.

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