MIRES: simulate_DP – R documentation

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simulate_DP

Generate Truncated Dirichlet Process Mixture.

Generate Truncated Dirichlet Process Mixture.

simulate_DP(N, K, param, alpha, f)

`N`	Number of data points.
`K`	Max cluster.
`param`	Data.frame of parameters corresponding to d and r distribution functions. (E.g., data.frame(mean = rnorm(50), sd = abs(rnorm(50, 0, .5))))
`alpha`	Numeric. The alpha parameter to the DP.
`f`	Character. Root name of base or kernel function (e.g., "norm", "exp").

List of data (y), weights (pi), params (param), and the true density function (d).

Stephen Martin

Measurement Invariance Assessment Using Random Effects Models and Shrinkage

v0.1.0

MIT + file LICENSE

Authors

Stephen Martin [aut, cre] (<https://orcid.org/0000-0001-8085-2390>), Philippe Rast [aut] (<https://orcid.org/0000-0003-3630-6629>)

Initial release