latent_covariates_long: Simulated Longitudinal Data with Latent and Observed...
In galamm: Generalized Additive Latent and Mixed Models
latent_covariates_long R Documentation
Simulated Longitudinal Data with Latent and Observed Covariates Interaction
Description
Simulated 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.
Usage
latent_covariates_long
Format
latent_covariates_long A data frame with 800 rows and 5
columns:
- id
Subject ID.
- type
Type of observation in the y variable.
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
galamm documentation built on June 8, 2025, 12:42 p.m.
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| latent_covariates_long | R Documentation |
Simulated Longitudinal Data with Latent and Observed Covariates Interaction
Description
Simulated 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.
Usage
latent_covariates_long
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
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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