cudia (version 0.1)

cudia_simul: Simulatation data with individual- and aggregate-level columns

Description

The cudia_simul data frame as 2 columns, individual-level and aggregate-level artificial data. The data is formed from three distinct clusters.

Usage

cudia_simul

Format

This data frame contains the following columns:

indiv

individual-level data

aggr

aggregate-level data from 10 random partitions

Source

Y. Park and J. Ghosh, CUDIA: Probabilistic Cross-level Imputation using Individual Auxiliary Information, ACM Trans-IST, 2012.

Examples

data(cudia_simul,package="cudia")
mod.sim <- cudia(aggr~indiv,cudia_simul,K=3)
summary(mod.sim)