spec.res.gen: CI Length and Coverage Result Generation

In koohyun-kwon/rdadapt:

CI Length and Coverage Result Generation

Description

Generates CI length and coverage results for each DGP specification.

Usage

spec.res.gen(specdata.list, eps, CI.method, th, spec.etc)

Arguments

specdata.list	a list generated by spec.data.all function.
eps	N(0,1) random noises.
CI.method	method to be used to generate the CI.
th	true RD parameter value.
spec.etc	list of other specification parameters.

Details

This function is used for MC simulations.

Value

a list with two components; len contains the length result, and cov contains the coverage indicator.

Examples

spec.etc <- list(alpha = 0.05, mon_ind = 1,
C.small = 1, C.large = 3, se.method.RDH = "nn", se.initial.RDH = "nn", M.RDH = 1,
se.method = "nn.test", se.init = "S.test", t.dir = "left", C.l = 1/2, C.u = 2, C = 3)
spec.all <- spec.grid(c("unif", "homo", "trueCsmall"))
specdata.list <- spec.data.all(spec.all, 4, 100, 1, 3, 1, 1/2)
eps <- rnorm(100)
spec.res.gen(specdata.list, eps, "RDH", 1, spec.etc)
spec.res.gen(specdata.list, eps, "RDR", 1, spec.etc)
spec.res.gen(specdata.list, eps, "adpt", 1, spec.etc)
spec.res.gen(specdata.list, eps, "mm.largeC", 1, spec.etc)
spec.res.gen(specdata.list, eps, "RDR.L", 1, spec.etc)
spec.etc$mon_ind <- c(1, 2)
specdata.list <- spec.data.all(spec.all, 5, 100, 1, 3, 1, 1/2)
spec.res.gen(specdata.list, eps, "mm.largeC", 1, spec.etc)

koohyun-kwon/rdadapt documentation built on May 8, 2022, 8:49 p.m.