_pkgdown.yml

url: http://bdwilliamson.github.io/vimp/
destination: docs
reference:
- title: Estimate specific variable importance parameters
  desc: Functions that set default values to measure variable importance via specific
    parameters.
  contents:
  - vimp_accuracy
  - vimp_anova
  - vimp_auc
  - vimp_deviance
  - vimp_rsquared
- title: Estimate variable importance
  desc: General functions to measure population variable importance and compute point
    estimates and confidence intervals.
  contents:
  - vim
  - cv_vim
  - vimp_se
  - vimp_ci
  - vimp_hypothesis_test
  - sp_vim
  - spvim_ics
  - spvim_se
  - sample_subsets
  - measure_anova
  - bootstrap_se
- title: Predictiveness measures
  desc: Functions to measure population predictiveness (e.g., R-squared or AUC) and
    compute point estimates and confidence intervals for predictiveness.
  contents:
  - predictiveness_measure
  - estimate
  - estimate.predictiveness_measure
  - estimate_type_predictiveness
  - measure_accuracy
  - measure_average_value
  - measure_auc
  - measure_cross_entropy
  - measure_deviance
  - measure_mse
  - measure_r_squared
  - measure_npv
  - measure_ppv
  - measure_sensitivity
  - measure_specificity
  - est_predictiveness_cv
  - est_predictiveness
- title: Aggregate variable importance estimates
  desc: Functions to aggregate individual variable importance objects (created with
    calls to `vim` or `cv_vim`) by averaging or merging into larger objects.
  contents:
  - average_vim
  - merge_vim
- title: Internal package utility functions
  desc: Functions for internal convenience, used by other core functions.
  contents:
  - format.predictiveness_measure
  - print.predictiveness_measure
  - print.vim
  - format.vim
  - make_folds
  - create_z
  - make_kfold
  - run_sl
  - check_fitted_values
  - check_inputs
  - extract_sampled_split_predictions
  - get_cv_sl_folds
  - get_full_type
  - scale_est
  - process_arg_lst
  - estimate_eif_projection
  - estimate_nuisances
  - get_test_set
- title: Deprecated functions
  desc: Functions that are kept for backwards compatability; we recommend using the
    updated or replacement functions instead.
  contents: vimp_regression
- title: Package documentation homepage
  desc: Landing page for R help
  contents: vimp
- title: VRC01 data
  desc: Dataset for use in the vignette examples
  contents: vrc01