lcmix: Layered and chained mixture models

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

Author
Daniel Dvorkin
Date of publication
2012-12-01 21:36:54
Maintainer
Daniel Dvorkin <daniel.dvorkin@gmail.com>
License
GPL (>= 2)
Version
0.3

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

Files in this package

lcmix
lcmix/data
lcmix/data/datalist
lcmix/data/DlGene.RData
lcmix/data/DlData.RData
lcmix/data/CiData.RData
lcmix/data/CiGene.RData
lcmix/R
lcmix/R/constants.R
lcmix/R/simulation.R
lcmix/R/visible_utilities.R
lcmix/R/invisible_utilities.R
lcmix/R/mdmixmod.R
lcmix/R/distributions.R
lcmix/R/model_reporting.R
lcmix/R/mixmod.R
lcmix/NAMESPACE
lcmix/DESCRIPTION
lcmix/man
lcmix/man/weisd.Rd
lcmix/man/lcmix-package.Rd
lcmix/man/mdmixmod.Rd
lcmix/man/mvgamma.Rd
lcmix/man/model_reporting.Rd
lcmix/man/rlapply.Rd
lcmix/man/data_sets.Rd
lcmix/man/list_functions.Rd
lcmix/man/categorical.Rd
lcmix/man/mixmod.Rd
lcmix/man/likelihood_functions.Rd
lcmix/man/covariance_etc.Rd
lcmix/man/roc_curves.Rd
lcmix/man/posteriors.Rd
lcmix/man/isMDF.Rd
lcmix/man/constants.Rd
lcmix/man/convergencePlot.Rd
lcmix/man/multivariate_gamma_functions.Rd
lcmix/man/standardize.Rd
lcmix/man/distance_functions.Rd
lcmix/man/matrix_functions.Rd
lcmix/man/marginals.Rd
lcmix/man/numericols.Rd
lcmix/man/string_functions.Rd
lcmix/man/mvnorm.Rd
lcmix/man/force.range.Rd
lcmix/man/mvexp.Rd
lcmix/man/mvpvii.Rd
lcmix/man/evpat.Rd
lcmix/man/mvweisd.Rd
lcmix/man/simulation.Rd
lcmix/man/uniform.quantiles.Rd
lcmix/man/pvii.Rd
lcmix/man/thetahat.Rd