Perform multiple imputation to address the missing data in the Martian data set described in the section “Missing Data Mechanisms Revisited: Three Mechanisms for Missing Martians” and perform the same regression analysis as was done using MLE in the chapter. Generate trace plots to justify the number of cycles you select to produce the imputations. Choose the number of imputed data sets to produce and explain why you chose that number of imputations. Describe the results from the regression analysis you performed on the multiply-imputed data sets. How do they compare with the MLE and complete data results presented in the chapter?
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