compute_ratio_variance: Function to compute the variance bounds

In RegCombin: Partially Linear Regression under Data Combination

Function to compute the variance bounds

Description

Function to compute the variance bounds

Usage

compute_ratio_variance(x, Xp, Yp, dimX2, weights_xp, weights_yp)

Arguments

x	a matrix containing the directions to compute the variance bounds on the radial function.
Xp	the observations of the noncommon regressor (possibly conditional on Xc).
Yp	the observations of the outcome variable.
dimX2	the dimension of the noncommon regressors Xnc.
weights_xp	the sampling or bootstrap weights for the dataset (Xnc,Xc).
weights_yp	the sampling or bootstrap weights for the dataset (Y,Xc).

Value

the value of the ratio of the variance entering the variance bounds.

RegCombin documentation built on Oct. 16, 2023, 5:07 p.m.