complex_longitudinal_clusters: Complex Longitudinal Clustering benvo for use in 'rstapDP'...
In apeterson91/rstapDP: Functional Dirichlet Process Spatial Temporal Aggregated Predictors in R
complex_longitudinal_clusters R Documentation
Complex Longitudinal Clustering benvo for use in rstapDP vignettes.
Description
Complex Longitudinal Clustering benvo for use in rstapDP vignettes.
Usage
complex_longitudinal_clusters
Format
A benvo consisting of a subject and subject-distance dataframes
Details
The outcome in the subject dataframe is simulated using a cluster specific effect as follows:
E[Y_{ij}|b_{i1},b_{i2}] = 33 - 2.2 \text{sex}_i + .1*(year_{ij}) + \bar{f}_k(FFR_i) + \Delta f_k(FFR_{ij}) +b_{i1} + b_{i2}(year_{ij})
Where k= 1,2,3 with varying probabilities.
See Also
the generating code on Github, as well as the Longitudinal vignette.
apeterson91/rstapDP documentation built on Sept. 20, 2023, 9:34 a.m.
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| complex_longitudinal_clusters | R Documentation |
Complex Longitudinal Clustering benvo for use in rstapDP vignettes.
Description
Complex Longitudinal Clustering benvo for use in rstapDP vignettes.
Usage
complex_longitudinal_clusters
Format
A benvo consisting of a subject and subject-distance dataframes
Details
The outcome in the subject dataframe is simulated using a cluster specific effect as follows:
E[Y_{ij}|b_{i1},b_{i2}] = 33 - 2.2 \text{sex}_i + .1*(year_{ij}) + \bar{f}_k(FFR_i) + \Delta f_k(FFR_{ij}) +b_{i1} + b_{i2}(year_{ij})
Where k= 1,2,3 with varying probabilities.
See Also
the generating code on Github, as well as the Longitudinal vignette.
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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