sim_dat: A Simulated Example data

Description Value Examples

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

1

lschen-stat/mvMISE documentation built on Aug. 9, 2017, 12:05 a.m.