Man pages for wvanwie/ragt2ridges
Ridge Estimation of Vector Auto-Regressive (VAR) Processes

array2longitudinalConvert a time-series array to a longitudinal-object.
centerVAR1dataZero-centering of time-course data
CIGofVAR1Conditional independence graphs of the VAR(1) model
CIGofVAR2Conditional independence graphs of the VAR(2) model
createAGeneration of the VAR(1) autoregression coefficient matrix.
dataVAR1Sample data from a VAR(1) model
dataVAR2Sample data from a VAR(2) model
dataVARX1Sample data from a VARX(1) model
evaluateVAR1fitVisualize the fit of a VAR(1) model
graphVAR1Graphs of the temporal (or contemporaneous) relations implied...
graphVAR2Graphs of the temporal (or contemporaneous) relations implied...
graphVARX1Graphs of the temporal (or contemporaneous) relations implied...
hpvP35Time-course P53 pathway data
impulseResponseVAR1Impulse response analysis of the VAR(1) model
impulseResponseVAR2Impulse response analysis of the VAR(2) model
impulseResponseVARX1Impulse response analysis of the VARX(1) model
loglikLOOCVcontourVAR1Contourplot of LOOCV log-likelihood of VAR(1) model
loglikLOOCVcontourVAR1fusedContourplot of LOOCV log-likelihood of multiple VAR(1) models
loglikLOOCVcontourVAR2Contourplot of LOOCV log-likelihood of the VAR(2) model
loglikLOOCVcontourVARX1Contourplot of the LOOCV log-likelihood of VARX(1) model
loglikLOOCVVAR1Leave-one-out (minus) cross-validated log-likelihood of...
loglikLOOCVVAR1fusedLeave-one-out (minus) cross-validated log-likelihood of...
loglikLOOCVVAR2Leave-one-out (minus) cross-validated log-likelihood of...
loglikLOOCVVARX1Leave-one-out (minus) cross-validated log-likelihood of...
loglikVAR1Log-likelihood of the VAR(1) model.
longitudinal2arrayConvert a longitudinal object into an array.
motifStatsVAR1Network motif detection for the VAR(1) model.
mutualInfoVAR1Mutual information analysis of the VAR(1) model
mutualInfoVAR2Mutual information analysis of the VAR(2) model
nodeStatsVAR1VAR(1) model node statistics
nodeStatsVAR2VAR(2) model node statistics
optPenaltyVAR1Automatic penalty parameter selection for the VAR(1) model.
optPenaltyVAR1fusedAutomatic penalty parameter selection for multiple VAR(1)...
optPenaltyVAR2Automatic penalty parameter selection for the VAR(2) model.
optPenaltyVARX1Automatic penalty parameter selection for the VARX(1) model.
plotVAR1dataTime series plot
pruneMotifStatsNetwork motif list subsetting.
ragt2ridges-packageRidge Estimation of Vector Auto-Regressive (VAR) Processes
ridgePathVAR1Visualize the ridge regularization paths of the parameters of...
ridgeVAR1Ridge ML estimation of the VAR(1) model
ridgeVAR1fusedFused ridge ML estimation of multiple VAR(1) model
ridgeVAR2Ridge ML estimation of the VAR(2) model
ridgeVARX1Ridge ML estimation of the VARX(1) model
sparsifyVAR1Function that determines the support of autoregression...
sparsifyVAR2Function that determines the support of autoregression...
sparsifyVARX1Function that determines the support of (auto)regression...
wvanwie/ragt2ridges documentation built on Nov. 24, 2017, 1:25 p.m.