Files in MFKnockoffs

Model-Free Knockoff Filter for Controlled Variable Selection

inst/doc/MFKnockoffs.Rmd inst/doc/fixed.R inst/doc/MFKnockoffs.R inst/doc/advanced.R inst/doc/advanced.Rmd inst/doc/fixed.Rmd vignettes/MFKnockoffs.Rmd vignettes/advanced.Rmd vignettes/fixed.Rmd R/create_gaussian.R R/stats_forward_selection.R R/stats_lasso.R R/solve_asdp.R R/MFKnockoffs-package.r R/util.R R/stats_sqrt_lasso.R R/stats_lasso_bin.R R/stats_lasso_cv.R R/stats_stability_selection.R R/solve_equi.R R/stats_glmnet.R R/stats_random_forest.R R/create_approximate_gaussian.R R/stats_glmnet_cv.R R/solve_sdp.R R/MFKnockoffs.R R/stats_lasso_cv_bin.R R/create_fixed.R man/MFKnockoffs.threshold.Rd man/MFKnockoffs.stat.glmnet_lambda_signed_max.Rd man/MFKnockoffs.stat.glmnet_lambda_difference.Rd man/MFKnockoffs.knocks.solve_equi.Rd man/MFKnockoffs.knocks.solve_asdp.Rd man/MFKnockoffs.stat.forward_selection.Rd man/divide_sdp.Rd man/lasso_max_lambda.Rd man/MFKnockoffs.stat.lasso_lambda_signed_max_bin.Rd man/print.MFKnockoffs.result.Rd man/MFKnockoffs.create.approximate_gaussian.Rd man/stability_selection_importance.Rd man/vectorize_matrix.Rd man/sqrt_lasso_coeffs.Rd man/MFKnockoffs.Rd man/MFKnockoffs.stat.sqrt_lasso.Rd man/MFKnockoffs.knocks.solve_sdp.Rd man/MFKnockoffs.filter.Rd man/MFKnockoffs.stat.lasso_lambda_difference.Rd man/MFKnockoffs.stat.lasso_coef_difference_bin.Rd man/verify_stat_depends.Rd man/MFKnockoffs.create.gaussian.Rd man/MFKnockoffs.stat.lasso_lambda_signed_max.Rd man/fs.Rd man/MFKnockoffs.stat.lasso_coeff_diff.Rd man/MFKnockoffs.stat.random_forest.Rd man/MFKnockoffs.stat.stability_selection.Rd man/MFKnockoffs.stat.lasso_lambda_difference_bin.Rd man/MFKnockoffs.stat.lasso_coef_difference.Rd man/MFKnockoffs.create.fixed.Rd tests/testthat.R tests/testthat/test_stats.R tests/testthat/test_util.R tests/testthat/test_create.R tests/testthat/test_filter.R