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Non-uniform and sparse weighting #27

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@semihakbayrak

By default, the treated is simulated as the average of control units -- uniform weighting. We need to implement a subclass of AbstractWeights to support non-uniform and sparse weightings, that will be particularly useful to test synthetic control or synthetic did type of methods.

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