- Adds utilities for construction of augmentation functions and propensity score fitting functions
- Adds vignette for multi-category treatments and for usage of augmentation/propensity score utilities
- Various bug fixes
Assets
2
- Added warning for use of Harrell's procedure in high dimensions
- Changed default value for 'train.fraction' to 0.75 from 0.5 in 'validate.subgroup'
- Minor improvements to plotting for 'subgroup_validated' objects
Assets
2
- Fixes trt factor level reordering issue for plots
Assets
2
- Fixes model printing error
- Improves subgroup.summarize() output
Assets
2
- Fixes default argument bug for r-oldrel + windows
Assets
2
- Simplified plot labeling
- Added clarifications to documentation
- Added customized loss function option
- Added options for count outcomes via Poisson negative log-likelihood as the loss
- Added treatment effect calculation based on estimated benefit scores
- Clarified/improved printing
- Improved numerical stability of weighted.ksvm
Assets
2
- Added printing of subgroup_validated results for quantile cutoffs via the which.quant argument
Assets
2
- add quantile and median cutpoints as options
- fixes subgroup effect calculation to account for weights
- add conditional plots for fitted and validated objects
Assets
2
- added LaLonde data for testing purposes
Assets
2
- added requirement for latest version of glmnet. old versions throw error when efficiency augmentation used
- minor bug fixes