Estimating and updating mixtures via EM


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Documentation for package ‘UEM’ version 0.3-1

Help Pages

cauchSim Simulating from mixture models
cauchSimN Simulating from mixture models
contours.umix Auxiliary drawing functions
dkern2 Auxiliary functions
draw1d.umix Auxiliary drawing functions
draw2d.umix Auxiliary drawing functions
EM Fitting and updating mixtures via the EM algorithm
energy1 Energy use data
energy2 Energy use data
estep E-step and M-step
gaussSim Simulating from mixture models
gaussSimN Simulating from mixture models
init Initializing the EM algorithm
kboxplot k-boxplots for mixture data
Lines Auxiliary functions
logLike Log-likelihood of fitted model
Max Auxiliary functions
mstep E-step and M-step
plot.umix Plotting function for 'umix' objects
poisSim Simulating from mixture models
poisSimN Simulating from mixture models
shortruns Initializing the EM algorithm
trajectories.umix Auxiliary drawing functions
UEM Fitting and updating mixtures via the EM algorithm
updateEM Fitting and updating mixtures via the EM algorithm
weighted.quantile Auxiliary functions
weighted.quantile.top Auxiliary functions
WQ Auxiliary functions
wtSigma Auxiliary functions