spec.data.all: Data Generation for All Specifications

In koohyun-kwon/rdadapt:

Data Generation for All Specifications

Description

Generates running variables, and corresponding standard deviations and regression function values for all specifications.

Usage

spec.data.all(spec.all, which.fun, n, th, C.big, C.small, sig.scale, seed = 1)

Arguments

spec.all	data.frame object created by spec.grid function.
which.fun	which regression function to evaluate; supports 1:6.
n	sample size.
th	true RD parameter.
C.big	the value of C corresponding to the large C.
C.small	the value of C corresponding to the small C.
sig.scale	scaling parameter for the standard deviation.
seed	the random number seed used to generate regressors; the default is seed = 1.

Value

a list with nrow(spec.all) components, where each of them contains data corresponding to each specification.

Examples

spec.all <- spec.grid(c("unif", "homo", "trueCsmall"))
spec.data.all(spec.all, 4, 100, 1, 3, 1, 1/2)
spec.data.all(spec.all, 5, 100, 1, 3, 1, 1/2)

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