Man pages for kormama1/seqknockoff
Sequential knockoffs for continuous and categorical variables
| check_design | Internal check of whether inpu data frame (or tibble) is of... |
| check_family | Internal check of whether class of response is compatible... |
| eval_fdp | False discovery proportion (fdp) as function of selection and... |
| eval_tpp | True positive proportion (tpp) as function of selection and... |
| generate_X | Simulate Gaussian and binary covariate predictors |
| generate_y | Simulate Gaussian response from a sparse regression model |
| knockoff_filter | The Knockoff Filter |
| knockoffs_mx | Gaussian MX-knockoffs for continuous variables |
| knockoffs_seq | Sequential knockoffs for continuous and categorical variables |
| multi_select | Select variables based on (heuristic) mode of multiple... |
| plot_heatmap | Heatmap of multiple variable selections ordered by importance |
| sim_EN | Simulate from elastic-net regression model |
| stat_glmnet | Importance statistics: Absolute elastic-net coefficient... |
