lcmix: Layered and chained mixture models

Fit layered and chained mixture models, which are special cases of Bayesian belief networks, to lists of data.

AuthorDaniel Dvorkin
Date of publication2012-12-01 21:36:54
MaintainerDaniel Dvorkin <daniel.dvorkin@gmail.com>
LicenseGPL (>= 2)
Version0.3

View on R-Forge

Man pages

categorical: The Categorical Distribution

constants: "Constants" Used in Program Control

convergencePlot: Show EM Algorithm Convergence

covariance_etc: Covariance and Standard Deviation MLE

data_sets: Example Data Sets

distance_functions: Euclidean and Manhattan Distance

evpat: Evaluate Parsable Text

force.range: Force Within Range

isMDF: Test For Matrix Or Data Frame

lcmix-package: Layered and Chained Mixture Models

likelihood_functions: Likelihood-Based Mixture Model Statistics

list_functions: Convenience Functions For Lists

marginals: Extract Marginal Models

matrix_functions: Convenience Functions For Matrices

mdmixmod: Multiple Data Mixture Models

mixmod: Single Data Source Mixture Model

model_reporting: Mixture Model Reporting

multivariate_gamma_functions: Multivariate Gamma Functions

mvexp: The Multivariate Exponential Distribution

mvgamma: The Multivariate Gamma Distribution

mvnorm: The Multivariate Normal Distribution

mvpvii: The Multivariate Pearson Type VII (PVII) Distribution

mvweisd: The Multivariate Weibull (Shape-Decay) Distribution

numericols: Numeric Columns Of Data Frame

posteriors: Joint And Marginal Model Posterior Probabilities

pvii: The Pearson Type VII (PVII) Distribution

rlapply: Recursive List Apply

roc_curves: Receiver Operating Characteristic (ROC) Curves

simulation: Generate Simulated Data

standardize: Standardize Data

string_functions: Functions for Creating or Manipulating Strings

thetahat: Parameter Estimation for Common Distributions

uniform.quantiles: Evenly Spaced Sample Quantiles

weisd: The Weibull (Shape-Decay) Distribution

Functions

aic Man page
aic.mixmod Man page
allDiv Man page
assignment Man page
assignment.mixmod Man page
asSymmetric Man page
bic Man page
bic.mixmod Man page
categorical Man page
CiData Man page
CiGene Man page
colDiv Man page
collapseVec Man page
colSample Man page
colSort Man page
constants Man page
convergencePlot Man page
dcategorical Man page
design Man page
design.mixmod Man page
DlData Man page
DlGene Man page
dmvexp Man page
dmvgamma Man page
dmvnorm Man page
dmvpvii Man page
dmvweisd Man page
dpvii Man page
dweisd Man page
entropy Man page
entropy.mixmod Man page
euclidean Man page
evpat Man page
eweisd Man page
forceRange Man page
iclbic Man page
iclbic.mixmod Man page
isMDF Man page
isRowMax Man page
isRowMin Man page
iter Man page
iter.mixmod Man page
labsDet Man page
LC_DISTN Man page
LC_EPS Man page
LC_FAMILY Man page
LC_ITER_MAX Man page
LC_ITER_TOL Man page
LC_LEPS Man page
LC_LOG2 Man page
LC_LOG2PI Man page
LC_LOGPI Man page
LC_LOGSQRT2 Man page
LC_LOGSQRT2PI Man page
LC_LREPS Man page
LC_MAXSTDNORM Man page
LC_MINSTDNORM Man page
lcmix Man page
lcmix-package Man page
LC_NONNEGFAM Man page
LC_REPS Man page
LC_SIMPAR Man page
LC_TOPOLOGY Man page
likelihood Man page
lines.rocinfo Man page
listGrid Man page
listMean Man page
listSum Man page
lmgamma Man page
logLik.mixmod Man page
manhattan Man page
marginals Man page
marginals.mdmixmod Man page
matrix2design Man page
matrixMaxIdx Man page
matrixMinIdx Man page
matrixTrace Man page
mdigamma Man page
mdmixmod Man page
medweisd Man page
mgamma Man page
mixmod Man page
mleCov Man page
mleSd Man page
mleVar Man page
multiroc Man page
mvexp Man page
mvgamma Man page
mvnorm Man page
mvpvii Man page
MVPVII Man page
mvweisd Man page
namedDataFrame Man page
namedList Man page
namedVector Man page
notification Man page
numericols Man page
plot.multiroc Man page
plot.rocinfo Man page
posterior Man page
posterior.mixmod Man page
posteriors Man page
posteriors.mdmixmod Man page
print.mdmixmod Man page
print.mixmod Man page
pvii Man page
PVII Man page
pweisd Man page
qfun Man page
qfun.mdmixmod Man page
qfun.mixmod Man page
qval Man page
qval.mixmod Man page
qweisd Man page
rcategorical Man page
reporting Man page
resampleFromFit Man page
resampleFromFit.mdmixmod Man page
resampleFromFit.mixmod Man page
rlapply Man page
rmomweisd Man page
rmvexp Man page
rmvgamma Man page
rmvnorm Man page
rmvpvii Man page
rmvweisd Man page
rocauc Man page
rocauc.default Man page
rocauc.mixmod Man page
rocinfo Man page
rocinfo.default Man page
rocinfo.mixmod Man page
rowDiv Man page
rowSample Man page
rowSort Man page
rpvii Man page
rweisd Man page
siclbic Man page
siclbic.mdmixmod Man page
simulateCiTypeData Man page
simulateFromFit Man page
simulateFromFit.mdmixmod Man page
simulateFromFit.mixmod Man page
simulateMdmixdata Man page
simulateMixdata Man page
simulation Man page
standardise Man page
standardize Man page
stats Man page
stats.mixmod Man page
thetahat Man page
thetahat.exp Man page
thetahat.gamma Man page
thetahat.mvexp Man page
thetahat.mvgamma Man page
thetahat.mvnorm Man page
thetahat.mvpvii Man page
thetahat.mvweisd Man page
thetahat.norm Man page
thetahat.pvii Man page
thetahat.weisd Man page
uniformQuantiles Man page
upperFirst Man page
vweisd Man page
weisd Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.