Files in blind-contours/CVtreeMLE
Cross Validated Decision Trees with Targeted Maximum Likelihood Estimation
.Rbuildignore
.github/workflows/R-CMD-check.yml
.github/workflows/draft-pdf.yml
.github/workflows/lint.yaml
.gitignore
.lintr
CVtreeMLE.Rproj
DESCRIPTION
LICENSE.md
NAMESPACE
R/CVtreeMLE.R
R/NHANES_eurocim_data.R
R/NIEHS_data1.R
R/average_mixture_rules.R
R/bound.R
R/calc_marginal_ate.R
R/calc_mixtures_ate.R
R/calc_v_fold_marginal_ate.R
R/calc_v_fold_mixture_ate.R
R/compute_meta_marg_results.R
R/compute_meta_mix_results.R
R/create_cv_folds.R
R/est_comb_exposure.R
R/est_marg_nuisance_params.R
R/est_mix_nuisance_params.R
R/evaluate_marginal_rules.R
R/evaluate_mix_rules.R
R/find_common_marginal_rules.R
R/find_common_mixture_rule.R
R/fit_iterative_marg_rule_backfitting.R
R/fit_iterative_mix_rule_backfitting.R
R/fit_min_ave_tree.R
R/globals.R
R/plot_marginal_results.R
R/simulate_mixture_cube.R
R/utils.R
R/utils_ATE.R
R/utils_create_sls.R
README.Rmd
README.md
_pkgdown.yml
codecov.yml
contributing.md
data/NHANES_eurocim.rda
data/NIEHS_data_1.rda
doc/intro_CVtreeMLE.R
doc/intro_CVtreeMLE.Rmd
doc/intro_CVtreeMLE.html
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inst/REFERENCES.bib
man/CVtreeMLE.Rd
man/NHANES_eurocim.Rd
man/NIEHS_data_1.Rd
man/average_mixture_rules.Rd
man/bound_precision.Rd
man/bound_propensity.Rd
man/calc_ATE_estimates.Rd
man/calc_clever_covariate.Rd
man/calc_marginal_ate.Rd
man/calc_marginal_rule_RMSEs.Rd
man/calc_mixture_rule_RMSEs.Rd
man/calc_mixtures_ate.Rd
man/calc_v_fold_marginal_ate.Rd
man/calc_v_fold_mixtures_ate.Rd
man/calculatePooledEstimate.Rd
man/common_mixture_rules.Rd
man/compute_meta_marg_results.Rd
man/create_cv_folds.Rd
man/create_rules.Rd
man/create_sls.Rd
man/est_comb_exposure.Rd
man/est_marg_nuisance_params.Rd
man/est_mix_nuisance_params.Rd
man/evaluate_marginal_rules.Rd
man/evaluate_mixture_rules.Rd
man/evaluate_rules_to_binary.Rd
man/figures/3D_sim_plot.jpeg
man/figures/CVtreeMLE_sticker.png
man/figures/NIEHS_interactions.png
man/figures/README-plot_sim_mixture_results-1.png
man/figures/The_Cube.png
man/filter_marginal_rules.Rd
man/filter_mixture_rules.Rd
man/filter_rules.Rd
man/find_common_marginal_rules.Rd
man/fit_least_fav_submodel.Rd
man/fit_marg_rule_backfitting.Rd
man/fit_min_ave_tree_algorithm.Rd
man/fit_mix_rule_backfitting.Rd
man/groupby_fold.Rd
man/list_rules_party.Rd
man/marginal_group_split.Rd
man/meta_mix_results.Rd
man/plot_marginal_results.Rd
man/pull_out_rule_vars.Rd
man/round_rules.Rd
man/scale_to_original.Rd
man/scale_to_unit.Rd
man/simulate_mixture_cube.Rd
man/v_fold_marginal_qgroup_split.Rd
man/v_fold_mixture_group_split.Rd
paper/.DS_Store
paper/paper.bib
paper/paper.md
paper/paper.pdf
sandbox/00_install_pkgs.R
sandbox/02_fit_estimators.R
sandbox/03_run_2d_simulation.R
sandbox/03_run_2d_simulation_r1.R
sandbox/03_run_2d_simulation_r2.R
sandbox/03_run_2d_simulation_r3.R
sandbox/03_run_2d_simulation_r4.R
sandbox/03_run_2d_simulation_r5.R
sandbox/03_run_3d_simulation_r1.R
sandbox/03_run_3d_simulation_r2.R
sandbox/03_run_3d_simulation_r3.R
sandbox/03_run_3d_simulation_r4.R
sandbox/03_run_3d_simulation_r5.R
sandbox/03_run_simulation.R
sandbox/04_make_plots.R
sandbox/05_get_emp_sim_truth.R
sandbox/06_test_app_mma.R
sandbox/CVtreeMLE_sim.sh
sandbox/CVtreeMLE_sim_1.sh
sandbox/CVtreeMLE_sim_2.sh
sandbox/Dissertation_Code.Rmd
sandbox/Dissertation_Code.pdf
sandbox/Dissertation_Code.tex
sandbox/Dissertation_Code_Ex_plot.png
sandbox/Dissertation_Code_files/figure-latex/plot_sim_mixture_results-1.pdf
sandbox/Dissertation_code_ex.png
sandbox/NHANES/code/2_nhanes_var_procesing.R
sandbox/NHANES/code/NHANES_example.R
sandbox/NHANES/code/NIEHS_2019_workshop.R
sandbox/NHANES/code/stash/PFAS_mixtures2.Rmd
sandbox/NHANES/code/stash/nhanes_var_procesing.R
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sandbox/slurm_scripts/2D_CVtreeMLE_run4.sh
sandbox/slurm_scripts/2D_CVtreeMLE_run5.sh
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tests/testthat.R
vignettes/.gitignore
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