bic |
BIC for Parameterized MVN Mixture Models |
bicE |
BIC for a Parameterized MVN Mixture Model |
bicEEE |
BIC for a Parameterized MVN Mixture Model |
bicEEI |
BIC for a Parameterized MVN Mixture Model |
bicEEV |
BIC for a Parameterized MVN Mixture Model |
bicEII |
BIC for a Parameterized MVN Mixture Model |
bicEMtrain |
Select models in discriminant analysis using BIC |
bicEVI |
BIC for a Parameterized MVN Mixture Model |
bicV |
BIC for a Parameterized MVN Mixture Model |
bicVEI |
BIC for a Parameterized MVN Mixture Model |
bicVEV |
BIC for a Parameterized MVN Mixture Model |
bicVII |
BIC for a Parameterized MVN Mixture Model |
bicVVI |
BIC for a Parameterized MVN Mixture Model |
bicVVV |
BIC for a Parameterized MVN Mixture Model |
cdens |
Component Density for Parameterized MVN Mixture Models |
cdensE |
Component Density for a Parameterized MVN Mixture Model |
cdensEEE |
Component Density for a Parameterized MVN Mixture Model |
cdensEEI |
Component Density for a Parameterized MVN Mixture Model |
cdensEEV |
Component Density for a Parameterized MVN Mixture Model |
cdensEII |
Component Density for a Parameterized MVN Mixture Model |
cdensEVI |
Component Density for a Parameterized MVN Mixture Model |
cdensV |
Component Density for a Parameterized MVN Mixture Model |
cdensVEI |
Component Density for a Parameterized MVN Mixture Model |
cdensVEV |
Component Density for a Parameterized MVN Mixture Model |
cdensVII |
Component Density for a Parameterized MVN Mixture Model |
cdensVVI |
Component Density for a Parameterized MVN Mixture Model |
cdensVVV |
Component Density for a Parameterized MVN Mixture Model |
chevron |
Simulated minefield data |
classError |
Classification error. |
classErrors |
Classification error. |
clPairs |
Pairwise Scatter Plots showing Classification |
compareClass |
Compare classifications. |
coordProj |
Coordinate projections of data in more than two dimensions modelled by an MVN mixture. |
cv1EMtrain |
Select discriminant models using cross validation |
em |
EM algorithm starting with E-step for parameterized MVN mixture models. |
EMclust |
BIC for Model-Based Clustering |
EMclustN |
BIC for Model-Based Clustering with Poisson Noise |
emE |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emEEE |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emEEI |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emEEV |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emEII |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emEVI |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emV |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emVEI |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emVEV |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emVII |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emVVI |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
emVVV |
EM algorithm starting with E-step for a parameterized MVN mixture model. |
estep |
E-step for parameterized MVN mixture models. |
estepE |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepEEE |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepEEI |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepEEV |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepEII |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepEVI |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepV |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepVEI |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepVEV |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepVII |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepVVI |
E-step in the EM algorithm for a parameterized MVN mixture model. |
estepVVV |
E-step in the EM algorithm for a parameterized MVN mixture model. |
map |
Classification given Probabilities |
mapClass |
Correspondence between classifications. |
Mclust |
Model-Based Clustering |
mclust1Dplot |
Plot one-dimensional data modelled by an MVN mixture. |
mclust2Dplot |
Plot two-dimensional data modelled by an MVN mixture. |
mclustDA |
MclustDA discriminant analysis. |
mclustDAtest |
MclustDA Testing |
mclustDAtrain |
MclustDA Training |
mclustOptions |
Set control values for use with MCLUST. |
me |
EM algorithm starting with M-step for parameterized MVN mixture models. |
meE |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meEEE |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meEEI |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meEEV |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meEII |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meEVI |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meV |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meVEI |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meVEV |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meVII |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meVVI |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
meVVV |
EM algorithm starting with M-step for a parameterized MVN mixture model. |
mstep |
M-step in the EM algorithm for parameterized MVN mixture models. |
mstepE |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepEEE |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepEEI |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepEEV |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepEII |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepEVI |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepV |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepVEI |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepVEV |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepVII |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepVVI |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mstepVVV |
M-step in the EM algorithm for a parameterized MVN mixture model. |
mvn |
Multivariate Normal Fit |
mvnX |
Multivariate Normal Fit |
mvnXII |
Multivariate Normal Fit |
mvnXXI |
Multivariate Normal Fit |
mvnXXX |
Multivariate Normal Fit |
sigma2decomp |
Convert mixture component covariances to decomposition form. |
sim |
Simulate from Parameterized MVN Mixture Models |
simE |
Simulate from a Parameterized MVN Mixture Model |
simEEE |
Simulate from a Parameterized MVN Mixture Model |
simEEI |
Simulate from a Parameterized MVN Mixture Model |
simEEV |
Simulate from a Parameterized MVN Mixture Model |
simEII |
Simulate from a Parameterized MVN Mixture Model |
simEVI |
Simulate from a Parameterized MVN Mixture Model |
simV |
Simulate from a Parameterized MVN Mixture Model |
simVEI |
Simulate from a Parameterized MVN Mixture Model |
simVEV |
Simulate from a Parameterized MVN Mixture Model |
simVII |
Simulate from a Parameterized MVN Mixture Model |
simVVI |
Simulate from a Parameterized MVN Mixture Model |
simVVV |
Simulate from a Parameterized MVN Mixture Model |
spinProj |
Planar spin for random projections of data in more than two dimensions modelled by an MVN mixture. |
summary.EMclust |
Summary function for EMclust |
summary.EMclustN |
summary function for EMclustN |
summary.Mclust |
Very brief summary of an Mclust object. |
summary.mclustDAtest |
Classification and posterior probability from mclustDAtest. |
summary.mclustDAtrain |
Models and classifications from mclustDAtrain |
surfacePlot |
Density or uncertainty surface for two dimensional mixtures. |