Let's say you begin with a binary matrix (only 0 and 1) and you must impute 60% missing values.

How would you do this? It is possible to use nearest neighbors?

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    $\begingroup$ Could you tell us why those values are missing? What is the mechanism that causes them to be missing? $\endgroup$ – whuber Aug 3 '16 at 19:39

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