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You may want to look at the literature on index tracking; perhaps you find useful ideas there. I would write and solve it as an optimisation model. Since you seem most interested in the number of assets that are required to closely replicate your basket (i.e. the cardinality of the replicating basket), you could solve the model for different cardinalities ...


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