Index

B

bagged_indicator() (in module src.analysis.theory_simulation.calc_finite_sample)

BaggingTree (class in src.model_code.baggingtree) bias_normal_splits() (in module src.analysis.theory_simulation.calc_normal_splits)

C

calc_mse() (MonteCarloSimulation method) calc_mse_all_ratios() (MonteCarloSimulation method) calculate_bias_bagged() (in module src.analysis.theory_simulation.calc_toy_example) calculate_normal_splits() (in module src.analysis.theory_simulation.calc_normal_splits)

calculate_toy_example() (in module src.analysis.theory_simulation.calc_toy_example) calculate_var_bagged() (in module src.analysis.theory_simulation.calc_toy_example) calculate_var_unbagged() (in module src.analysis.theory_simulation.calc_toy_example) convolution_cdf_df() (in module src.analysis.theory_simulation.calc_toy_example) convolution_cdf_squared_df() (in module src.analysis.theory_simulation.calc_toy_example)

D

DataSimulation (class in src.model_code.datasimulation)

F

fit() (BaggingTree method)

friedman_1_model() (DataSimulation method)

I

indicator() (in module src.analysis.theory_simulation.calc_finite_sample)

indicator_model() (DataSimulation method)

L

linear_model() (DataSimulation method)

M

MonteCarloSimulation (class in src.model_code.montecarlosimulation)

P

plot_boston() (in module src.final.real_data_simulation.plot_boston) plot_convergence() (in module src.final.main_simulation.plot_simulation_convergence) plot_finite_sample() (in module src.final.theory_simulation.plot_finite_sample) plot_normal_splits() (in module src.final.theory_simulation.plot_normal_splits)

plot_subagging() (in module src.final.main_simulation.plot_simulation_subagging) plot_toy_example() (in module src.final.theory_simulation.plot_toy_example) plot_tree_depth() (in module src.final.main_simulation.plot_simulation_tree_depth) predict() (BaggingTree method)

S

simulate_bagging() (in module src.analysis.real_data_simulation.calc_boston) simulate_bagging_subagging() (in module src.analysis.main_simulation.calc_simulation_subagging) simulate_convergence() (in module src.analysis.main_simulation.calc_simulation_convergence) simulate_finite_sample() (in module src.analysis.theory_simulation.calc_finite_sample) simulate_subagging() (in module src.analysis.real_data_simulation.calc_boston) simulate_tree_depth() (in module src.analysis.main_simulation.calc_simulation_tree_depth) split_fit_predict_bagging() (in module src.analysis.real_data_simulation.calc_boston) src.analysis.main_simulation.calc_simulation_convergence (module) src.analysis.main_simulation.calc_simulation_subagging (module) src.analysis.main_simulation.calc_simulation_tree_depth (module) src.analysis.real_data_simulation.calc_boston (module) src.analysis.theory_simulation.calc_finite_sample (module)

src.analysis.theory_simulation.calc_normal_splits (module) src.analysis.theory_simulation.calc_toy_example (module) src.final.main_simulation.plot_simulation_convergence (module) src.final.main_simulation.plot_simulation_subagging (module) src.final.main_simulation.plot_simulation_tree_depth (module) src.final.real_data_simulation.plot_boston (module) src.final.theory_simulation.plot_finite_sample (module) src.final.theory_simulation.plot_normal_splits (module) src.final.theory_simulation.plot_toy_example (module) src.model_code.baggingtree (module) src.model_code.datasimulation (module) src.model_code.montecarlosimulation (module)

V

variance_normal_splits() (in module src.analysis.theory_simulation.calc_normal_splits)