sdF: sdF

In ccfa: Continuous Counterfactual Analysis

Description

using wild bootstrap to obtain standard deviation

Usage

sdF(B, formla, xformla, data, tvals, h, cl = 1)

Arguments

B	number of bootstrap iterations
formla	a formula y ~ treatment
xformla	one sided formula for x variables to include, e.g. ~x1 + x2
data	the data.frame where y, t, and x are
tvals	a grid of values of treatment variable
h	bandwidth
cl	the number of clusters to use, default is 1

Value

sd

Examples

data(igm)
igm$hs=ifelse(igm$HEDUC=="HS",1,0)
igm$col=ifelse(igm$HEDUC=="COL",1,0)
formla=lcfincome~lfincome
xformla=~hs+col
tvals=seq(quantile(igm$lfincome,probs = 0.1),quantile(igm$lfincome,probs = 0.9),length.out = 10)
h=1.2
data=igm
B=7
sdF(B,formla=formla, xformla=xformla, data=data,tvals=tvals,h=h)

ccfa documentation built on May 2, 2019, 7:28 a.m.