makeallway

A matrix of data frame of treatments, each column interpreted as a factor.

An optional set of extrapolation weights.

<code>makeallway</code> takes a data frame of factors, each denoting a treatment level, and returns a matrix of 0's and 1's for all possible interactions.

makellway

FindIt is an R package that 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.

makellway: Constructing named all possible interactions from a given set of factors.

Description

Usage

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Details

Examples