plot.PredictFindIt

labels

Further arguments passed to or from other methods.

Plot estimated treatment effects when <code>treat.type="single"</code> and predicted outcomes for each treatment combination when <code>treat.type="multiple"</code>.

FindIt implements the heterogeneous
        treatment effect estimation procedure proposed by Imai and
        Ratkovic (2013).  The proposed method is applicable, for
        example, when selecting a small number of most (or least)
        efficacious treatments from a large number of alternative
        treatments as well as when identifying subsets of the
        population who benefit (or are harmed by) a treatment of
        interest. The method adapts the Support Vector Machine
        classifier by placing separate LASSO constraints over the
        pre-treatment parameters and causal heterogeneity parameters of
        interest. This allows for the qualitative distinction between
        causal and other parameters, thereby making the variable
        selection suitable for the exploration of causal heterogeneity.

plot.PredictFindIt: Plot estimated treatment effects or predicted outcomes for each treatment combination.

Description

Usage

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Details

Examples