Missingness Screen Implementation using Stata

Use Stata software to implement Missingness screen (Missing value analysis) on a dataset to: 1) Output counts/bar charts of the variables with missing values; 2) determine the percentage of data missing for each variable, and the percentage of data with “UNKNOWN” values in variables that have them; 3) determine the pattern of missing data - whether (a) missing completely at random (MCAR), or (b) missing at random (MAR), or (c)missing not at random (MNAR); 4) perform a significance test or sensitivity analysis to determine how missing values might influence statistical inferences yielded by the model. Preferred software: Stata.

Skills: SPSS Statistics, Statistical Analysis

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