Man pages for syhyunpark/csim
Constrained single index models (CSIM)
| block.cd | A block coordinate descent function |
| csim | A Constrained single index model (main function) |
| dataGenerationFn | A dataset simulation function |
| data.preprocess | A pre-processing function |
| deriv.link.fn | A first derivative of the link functions estimator |
| fit.csim | A Constrained single index model (workhorse function) |
| fit.csim.cv | A Constrained single index model (a wrapper function for... |
| fit.lgem | Linear generated effect modifiers method (workhorse) |
| fit.link.fn | A link function estimator |
| fit.link.fn.gcv | A wrapper function for the link function estimator |
| fit.mc | Modified covariate method with efficiency augmentation... |
| forw.cd | A coordinate descent function |
| K.LR | K-separate linear regression models |
| K.SAM | K-separate sparse additive models |
| lgem | Linear generated effect modifiers method (main) |
| mc | Modified covariate method with efficiency augmentation (main) |
| performance_measure | A performance mesure function |
| pred.csim | 'csim' prediction function |
| pred.K.LR | 'K.LR' prediction function |
| pred.K.SAM | 'K.SAM' prediction function |
| pred.lgem | 'lgem' prediction function |
| pred.mc | 'mc' prediction function |
| smoother.fn | A smoother constructor function |
