Description Usage Arguments Value References Examples
Compute the GFKS statistics and identify its location for all marginal distributions and bivariate distributions for x. This function and its use are discussed in Yu (2020).
1 | gfks2_stat(x,z)
|
x |
A matrix with length(z) rows giving the discretized covariates. |
z |
A vector whose ith coordinate is 1 for a treated unit and is 0 for a control. |
gfks |
A vector of GFKS statistics for all marginal and bivariate distributions. |
where |
A vector of locations v that the GFKS statistics occur, i.e., the location of the maximum difference of the empirical distribution function in the treated and control groups. |
direction |
A vector of directions indicating which quadrant the GFKS statistics occur – 1 for '<=' and '<=', 2 for '<=' and '>', 3 for '>' and '<=', 4 for '>' and '>'. |
Yu, R. (2020) Evaluating and Improving a Matched Comparison of Antidepressants and Bone Density. Under revision.
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