plotSamplingDist: plotSamplingDist

In benkeser/haltmle.sim: Simulation study for HAL-TMLE

Usage

plotSamplingDist(result, estNames, estLabels = estNames,
  legendOptions = list(x = "topleft", legend = c(estLabels, "N(0,1)")),
  incAsymDist = TRUE, densityOptions = list(n = 2^12),
  truthName = "truth", ylim = NULL, xlim = NULL, ...)

Arguments

result	Result data frame
estNames	Column name(s) of results data frame that are estimators
estLabels	Vector of names to label estimators in legend (default is to use estNames)
legendOptions	A list of arguments passed to legend.
incAsymDist	Whether to also include the asymptotic distribution
densityOptions	A list of options passed to density
truthName	Column name of results data frame that is the true ATE
ylim	y-axis limits for the plot. If null, looks for range and adds 5 \item ...Other arguments passed to plot

Plot the centered, scaled (by sqrt(var(EIF)/n)) sampling distribution of a given set of estimators.

benkeser/haltmle.sim documentation built on May 12, 2019, noon