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netresponse (version 1.32.2)

bic.mixture.multivariate: Multivariate BIC mixture

Description

Latent class analysis based on (infinite) Gaussian mixture model. If the input (dat) is data matrix, a multivariate model is fitted.

Usage

bic.mixture.multivariate(x, max.modes, bic.threshold = 0, min.modes = 1,
  ...)

Arguments

x
matrix (for multivariate analysis)
max.modes
Maximum number of modes to be checked for mixture model selection
bic.threshold
BIC threshold which needs to be exceeded before a new mode is added to the mixture.
min.modes
Minimum number of modes to be checked for mixture model selection
...
Further optional arguments to be passed

Value

  • Fitted latent class model (parameters and free energy)

References

See citation("netresponse")