check.start |
Check starting point
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compute.center |
Update parameters for cluster k in M-step for functional mixture models.
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compute.M.all |
M-step in the EM algorithm for functional mixture models.
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compute.M.pk |
Compute the cluster proportion.
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compute.reject |
The rejection controlled EM.
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compute.weight |
Compute the weight for the penalized likelihood in M-step.
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em.bic |
BIC for Functional Mixture Gaussian Models
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em.clust |
Model-Based Clustering for a single Markov chain
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Estep.tik |
Compute the conditional probability of subject i in cluster k in E-step for functional mixture models.
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Estep.tk |
Compute the cluster proportion in E-step for functional mixture models.
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MFclust |
Model-Based Functional Data Clustering
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MFclust.compute |
Computational Component in Model-Based Functional Data Clustering
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mkrandom |
Generating Random Effects for cluster model
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testdata |
Time course simulated data |