Files in chstaerk/SubBoost

Subspace Boosting With Multivariable Base-learners

Applications/Bodyfat_Data_application.R Applications/Diabetes_Data_application.R Applications/PCR_Data_application.R Applications/Riboflavin_Data_application.R R/AdaSubBoost.R R/SubBoost.R R/helpers.R README.md Results/Numerical_results_simulation_study.R Results/Plot_and_numerical_results_biomedical_applications.R Results/Plot_correlations_biomedical_applications.R Results/Plot_results_computation_time_and_model_sizes.R Results/Plot_results_highdimensional_simulation_study.R Results/Plot_results_highdimensional_simulation_study_choice_of_criterion.R Results/Plot_results_highdimensional_simulation_study_choice_of_tuning.R Results/Plot_results_lowdimensional_simulation_study.R Simulations/Illustrative examples/Simulated_example_highdimensional.R Simulations/Illustrative examples/Simulated_example_lowdimensional.R Simulations/Simulation study/Sensitivity analyses/Simulation_study_highdimensional_setting_a_choice_of_criterion.R Simulations/Simulation study/Sensitivity analyses/Simulation_study_highdimensional_setting_a_choice_of_tuning.R Simulations/Simulation study/Sensitivity analyses/Simulation_study_highdimensional_setting_b_choice_of_criterion.R Simulations/Simulation study/Sensitivity analyses/Simulation_study_highdimensional_setting_b_choice_of_tuning.R Simulations/Simulation study/Sensitivity analyses/Simulation_study_highdimensional_setting_c_choice_of_criterion.R Simulations/Simulation study/Sensitivity analyses/Simulation_study_highdimensional_setting_c_choice_of_tuning.R Simulations/Simulation study/Simulation_study_highdimensional_setting_a.R Simulations/Simulation study/Simulation_study_highdimensional_setting_b.R Simulations/Simulation study/Simulation_study_highdimensional_setting_c.R Simulations/Simulation study/Simulation_study_lowdimensional_setting.R man/AdaSubBoost.Rd man/EBIC.Rd man/EBIC_beta.Rd man/SubBoost.Rd man/beta.hat.Rd man/method_res_scenario.Rd man/simdata.toeplitz.corr.Rd man/sqnorm2.Rd man/y.hat.Rd