sim_dat: A Simulated Example data

In lschen-stat/mvMISE: A General Framework of Multivariate Mixed-Effects Selection Models

Description

This simulated data list is for demonstration.

Value

A list containing

Y	a 92 by 5 outcome/feature matrix, each row is a sample, and each column is an outcome/feature variable, with potential missing values (NAs).
X	a 92 by 2 covariate matrix, each row is a sample, and each column is a covariate with the first column being 1s for the intercept. In this example, we simulated the covariates to be common for all the outcomes and would estimate the common/averaged effects for all outcomes. If a covariate is specific for the k-th outcome, one may set all the values corresponding to the other outcomes to be zero.
id	a vector of cluster/batch ID, matching with the rows of Y and X.

Examples

data(sim_dat)

lschen-stat/mvMISE documentation built on May 14, 2019, 11:27 a.m.