Man pages for oscar
Optimal Subset Cardinality Regression (OSCAR) Models Using the L0-Pseudonorm
| cost | Return total cost of model fit based on provided kit/variable... |
| ex | Example data from TYKS / HUSLAB |
| feat | Return named vector of feature indices with a given k that... |
| generics | Showing oscar-objects |
| kits | Return named vector of indices for kits with a given k that... |
| oscar | Main OSCAR fitting function |
| oscar.binarize | Binary logical indicator matrix representation of an oscar... |
| oscar.binplot | Visualize binary indicator matrix optionally coupled with... |
| oscar.bs | Bootstrapping for oscar-fitted model objects |
| oscar.bs.boxplot | Bootstrap visualization with boxplot, percentage of new... |
| oscar.bs.k | Reformatting bootstrap output for cardinality k rows |
| oscar.bs.plot | Bootstrap heatmap plot for oscar models |
| oscar.bs.visu | Visualize bootstrapping of a fit oscar object |
| oscar-class | S4-class for oscar |
| oscar.control | Control OSCAR optimizer parameters |
| oscar.cost.after | Return total cost of model fits if the cost is not included... |
| oscar.cv | Cross-validation for oscar-fitted model objects over k-range |
| oscar.cv.visu | Visualize cross-validation as a function of k |
| oscar-methods | Extract coefficients of oscar-objects |
| oscar-package | oscar: Optimal Subset Cardinality Regression |
| oscar.pareto | Retrieve a set of pareto-optimal points for an oscar-model... |
| oscar.pareto.visu | Visualize oscar model pareto front |
| oscar.sparsify | Create a sparse matrix representation of betas as a function... |
| oscar.visu | Target function value and total kit cost as a function of... |
