Function reference • zeitzeiger

All functions

getCircDiff(): Calculate circular difference

predictIntensity(): Calculate time-dependent mean

zeitzeiger(): Train and test a ZeitZeiger predictor

zeitzeigerBatch(): Train and test a ZeitZeiger predictor, accounting for batch effects

zeitzeigerEnsembleLikelihood(): Combine predictions into an ensemble using the log-likelihood

zeitzeigerEnsembleMean(): Combine predictions into an ensemble using the circular mean

zeitzeigerFit(): Fit a periodic spline for each feature

zeitzeigerFitCv(): Fit a periodic spline for each feature on cross-validation

zeitzeigerPredict(): Predict corresponding time for test observations

zeitzeigerPredictCv(): Predict corresponding time for observations on cross-validation

zeitzeigerPredictGroup(): Predict corresponding time for groups of test observations

zeitzeigerPredictGroupCv(): Predict corresponding time for groups of observations on cross-validation

zeitzeigerSpc(): Calculate sparse principal components of time-dependent variation

zeitzeigerSpcCv(): Calculate sparse principal components of time-dependent variation on cross-validation