localIGE: localIGE
In WeigeHuangEcon/cfa: Continuous Counterfactual Analysis

Description Usage Arguments Value Examples

Computes local intergenerational elasticities

1	localIGE(formla, xformla = NULL, data, tvals, h = NULL, cl = 1)

`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

lige

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
cl=1
data=igm
localIGE(formla=formla, xformla=xformla, data=data,tvals=tvals,h=h,cl=cl)