Uses a bootstrap+EM algorithm to impute missing values from a dataset and produces multiple output datasets for analysis.
You can use the package in one of two ways: either by invoking the
ameliagui() command and running the program from a graphical
interface or by loading in your data and then running the
function on the data.
If you use the GUI in Windows, makes sure that you run R under a Single Window Interface (SDI) as it will try to grab focus from the GUI if you don't.
James Honaker, Matthew Blackwell, Gary King
James Honaker, Gary King, Matthew Blackwell (2011). Amelia II: A Program for Missing Data. Journal of Statistical Software, 45(7), 1–47. URL http://www.jstatsoft.org/v45/i07/.
King, Gary; James Honaker, Anne Joseph, and Kenneth Scheve. \"Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation\", American Political Science Review, Vol. 95, No. 1 (March, 2001): Pp. 49-69.
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