Description Usage Arguments Value Author(s) References Examples
Simulate a dataset with longitudinal observations.
1 | simulation(n)
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n |
Sample size. |
Returns a data frame with 6 longitudinal features y.1 - y.6, including count (y.1 and y.2), binary (y.3 and y.4) and continuous (y.5 and y.6) type. Variable baselinecov is the baseline risk factor of latent classes. Variable latent is the true latent class labels.
Teng Fei. Email: tfei@emory.edu
Hart, K.R., Fei, T. and Hanfelt, J.J. (2020), Scalable and robust latent trajectory class analysis using artificial likelihood. Biometrics. Accepted Author Manuscript <doi:10.1111/biom.13366>.
1 | dat <- simulation(500)
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