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VBmix (version 0.3.2)

newMppca:

Description

creates an empty posterior MPPCA data structure.

Usage

newMppca()

Arguments

Value

list object with the following members:
alpha
numeric vector for bayesian alpha parameter.
numoment
list of numeric vectors, containing E[nu_(kj)] parameters.
nub
list of numeric vectors, containing b_(kj) parameters for nu.
taumoment
numeric vector for tau parameter. NB: all set identically and statically to 1, as in [Bruneau 2011] a single static tau parameter is used.
taua
numeric vector for a_k parameters for tau.
taub
numeric vector for b_k parameters for tau.
wmean
list of matrices containing E[Lambda_k] parameters.
wsigma
list of matrices containing Cov(Lambda_k^(i.)).
xsigma
list of matrices containing Cov(x_k).
mumean
list of numeric vectors, containing means of the MPPCA model.
musigma
list of matrices with covariances for the mean estimates.
mustar
list of numeric vectors, containing prior means of the MPPCA model, used for initialisation.

References

Bruneau, P., Gelgon, M. and Picarougne, F. (2010) _Aggregation of probabilistic PCA mixtures with a variational-Bayes technique over parameters_, ICPR'10. Bruneau, P., Gelgon, M. and Picarougne, F. (2011) _Component-level aggregation of probabilistic PCA mixtures using variational-Bayes_, Tech Report, http://hal.archives-ouvertes.fr/docs/00/56/72/99/PDF/techrep.pdf.

See Also

mppca mmppca

Examples

Run this code
temp <- newMppca()

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