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The practical kind of the parallel developments assumption may also be altered by reworking the outcome variable. one example is, if the counterfactual results are judged extra very likely to have equivalent multiplicative trends than linear traits, a logarithmic transformation can be used on the result. Because of this, design-centered estimates