ATEDGP is the version of FuncDGP under full compliance.
Usage
ATEDGP(dgptype, rndflag, n, g, pi)
Value
ATEDGP returns a list containing 7 nx1 vectors named Y, X, S, A, Y1, Y0 and D.
These seven vectors are the same as defined in Jiang et al. (2022).
Note that vector X does not contain the constant term.
Arguments
dgptype
A scalar. 1, 2, 3 (Almost the same as 1-3 in the paper except that it does not have the DGP for D(1) or D(0)).
rndflag
A scalar. method of covariate-adaptive randomization. 1-SRS; 2-WEI; 3-BCD; 4-SBR.
n
Sample size.
g
Number of strata. The authors set g = 4 in the Jiang et al. (2022).
pi
A g x 1 vector. Targeted assignment probabilities across strata.
References
Jiang L, Linton O B, Tang H, Zhang Y. Improving estimation efficiency via regression-adjustment in covariate-adaptive randomizations with imperfect compliance [J]. 2022.