31 citations · 63 across the 18 of their papers we have counts for
3 papers · 1 filter
Nonparametric Estimation of Conditional Incremental Effects
Alec McClean, Zach Branson, Edward H. Kennedy
Conditional effect estimation has great scientific and policy importance because interventions may impact subjects differently depending on their characteristics. Most research has…
Heterogeneous interventional indirect effects with multiple mediators: non-parametric and semi-parametric approaches
Max Rubinstein, Zach Branson, Edward H. Kennedy
We propose semi- and non-parametric methods to estimate conditional interventional effects in the setting of two discrete mediators whose causal ordering is unknown. Average interv…
Power and Sample Size Calculations for Rerandomization
Zach Branson, Xinran Li, Peng Ding
Power analyses are an important aspect of experimental design, because they help determine how experiments are implemented in practice. It is common to specify a desired level of p…