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Thanks, @m-qin for the comments. It is an exciting idea; however, the implementation will be different than matchit. We do not match for the data sample. Instead, we match the data to the predefined exposure level. We can add a feature to select the next better match (under some conditions) in case of trying to match to the same data sample. I am moving this issue to the discussions. |
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Future features that might be nice to have for GPS matching, based on what the MatchIt package can do for binary-treatment matching (https://kosukeimai.github.io/MatchIt/articles/matching-methods.html):
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