Simulated Longitudinal Data with Latent and Observed Covariates Interaction
Source:R/data.R
latent_covariates_long.RdSimulated dataset for use in examples and testing with a latent covariate interacting with an observed covariate. In this data, each response has been measured six times for each subject.
Format
latent_covariates_long A data frame with 800 rows and 5
columns:
- id
Subject ID.
- type
Type of observation in the
yvariable. If it equals"measurement1"or"measurement2"then the observation is a measurement of the latent variable. If it equals"response", then the observation is the actual response.- x
Explanatory variable.
- y
Observed response. Note, this includes both the actual response, and the measurements of the latent variable, since mathematically they are all treated as responses.
- response
Dummy variable indicating whether the given row is a response or not.
See also
Other datasets:
cognition,
diet,
epilep,
hsced,
latent_covariates,
lifespan,
mresp,
mresp_hsced