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PhilippBachPhilippBach
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Merge branch 'main' of https://github.com/DoubleML/doubleml-for-r into 1.0.X
2 parents 0c8fdd3 + e631592 commit 5183a52

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-116
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‎.github/workflows/rcheck.yml‎

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if: matrix.config.mlr3 == 'dev'
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run: |
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remotes::install_github("mlr-org/mlr3")
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remotes::install_github("mlr-org/paradox")
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shell: Rscript {0}
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- name: Check

‎DESCRIPTION‎

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Package: DoubleML
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Type: Package
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Title: Double Machine Learning in R
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Version: 1.0.0
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Version: 1.0.0.9000
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Authors@R: c(
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person("Philipp", "Bach", email = "philipp.bach@uni-hamburg.de", role=c("aut", "cre")),
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person("Victor", "Chernozhukov", role="aut"),

‎R/double_ml_iivm.R‎

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#' alpha_x = 1, dim_x = 20)
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#' dml_iivm_obj = DoubleMLIIVM$new(obj_dml_data, ml_g, ml_m, ml_r)
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#' param_grid = list(
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#' "ml_g" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))),
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#' "ml_m" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))),
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#' "ml_r" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))))
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#' "ml_g" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)),
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#' "ml_m" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)),
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#' "ml_r" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)))
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#' # minimum requirements for tune_settings
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#' tune_settings = list(
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#' terminator = mlr3tuning::trm("evals", n_evals = 5),

‎R/double_ml_irm.R‎

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#' dml_irm_obj = DoubleMLIRM$new(obj_dml_data, ml_g, ml_m)
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#'
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#' param_grid = list(
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#' "ml_g" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))),
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#' "ml_m" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))))
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#' "ml_g" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)),
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#' "ml_m" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)))
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#'
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#' # minimum requirements for tune_settings
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#' tune_settings = list(

‎R/double_ml_pliv.R‎

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#' dim_z = 1)
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#' dml_pliv_obj = DoubleMLPLIV$new(obj_dml_data, ml_l, ml_m, ml_r)
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#' param_grid = list(
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#' "ml_l" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))),
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#' "ml_m" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))),
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#' "ml_r" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))))
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#' "ml_l" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)),
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#' "ml_m" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)),
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#' "ml_r" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)))
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#'
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#' # minimum requirements for tune_settings
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#' tune_settings = list(

‎R/double_ml_plr.R‎

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#' dml_plr_obj = DoubleMLPLR$new(obj_dml_data, ml_l, ml_m)
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#'
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#' param_grid = list(
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#' "ml_l" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))),
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#' "ml_m" = paradox::ParamSet$new(list(
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#' paradox::ParamDbl$new("cp", lower = 0.01, upper = 0.02),
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#' paradox::ParamInt$new("minsplit", lower = 1, upper = 2))))
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#' "ml_l" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)),
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#' "ml_m" = paradox::ps(
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#' cp = paradox::p_dbl(lower = 0.01, upper = 0.02),
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#' minsplit = paradox::p_int(lower = 1, upper = 2)))
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#'
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#' # minimum requirements for tune_settings
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#' tune_settings = list(

‎man/DoubleMLIIVM.Rd‎

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‎man/DoubleMLIRM.Rd‎

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‎man/DoubleMLPLIV.Rd‎

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‎man/DoubleMLPLR.Rd‎

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