| 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. |