| data {CovRegRF} | R Documentation |
Generated example data
Description
A generated data set containing two multivariate data sets: X and Y, which represent the set of covariates and responses, respectively. The covariance matrix of Y has a compound symmetry structure with heterogeneous variances. Both variances and correlations are functions of the covariates. X variables are generated from the standard normal distribution. The correlations are generated with a logit model and the variances are functions of these generated correlations. The sample size is 200. There are 3 covariates and 3 response variables. x1 and x2 are the importantvariables for the varying covariance matrix of Y. x3 is the noise variable.
Usage
data
Format
A list with two elements namely X and Y. Each element has 200 rows. X has 3 columns and Y has 3 columns.
Examples
## load generated example data
data(data, package = "CovRegRF")