Kernel Smoothing of the Treatment Effect CDF

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Levy, Jonathan; van der Laan, Mark;
(2018)
  • Subject: Statistics - Methodology

The strata-specific treatment effect or so-called blip for a randomly drawn strata of confounders defines a random variable and a corresponding cumulative distribution function. However, the CDF is not pathwise differentiable, necessitating a kernel smoothing approach t... View more
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