Question: Use the simulated DOS baseline data (with missing values in depression diagnosis) to assess the accuracy of HAM-D in diagnosis of depression. (a) Estimate the
Use the simulated DOS baseline data (with missing values in depression diagnosis) to assess the accuracy of HAM-D in diagnosis of depression.
(a) Estimate the ROC curve using mean score, IPW, and MI methods.
(b) Estimate the AUC based on the empirical ROC curve obtained in
(a) for each of the mean score, IPW, and MI methods.
(c) Compare the results obtained using the three different methods in parts
(a) and (b).
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