centerData | Center data matrix. |
compare.estimate.and.truth | Measuring model accuracy. |
dependency.score | dependency.score |
DependencyModel-class | Class "DependencyModel" |
drCCAcombine | A function to combine several data sets |
expdata1 | Example data for drCCA |
expdata2 | Example data for drCCA |
fit.dependency.model | Fit dependency model between two data sets. |
generate.toydata | Toy data generation |
getModelMethod | Class "DependencyModel" |
getModelMethod-method | Class "DependencyModel" |
getParams | Class "DependencyModel" |
getParams-method | Class "DependencyModel" |
getPhi | Class "DependencyModel" |
getPhi-method | Class "DependencyModel" |
getScore | Class "DependencyModel" |
getScore-method | Class "DependencyModel" |
getW | Class "DependencyModel" |
getW-method | Class "DependencyModel" |
getWindowSize | Class "DependencyModel" |
getWindowSize-method | Class "DependencyModel" |
getZ | Class "DependencyModel" |
getZ-method | Class "DependencyModel" |
pcca | Fit dependency model between two data sets. |
pfa | Fit dependency model between two data sets. |
pfa.neg.log.likelihood | Likelihood for the models. |
plotVar | Data-specific and shared variance for several dimensionalities |
ppca | Fit dependency model between two data sets. |
regCCA | Generalized Canonical Correlation Analysis |
sharedVar | Shared variation retained in the combined drCCA representation |
specificVar | Data-specific variation retained in the combined drCCA representation |
X | An example data set |
Y | An example data set |
z.expectation | Expectation of the latent variable. |