Files in insightsengineering/rbmi

Reference Based Multiple Imputation

.github/ISSUE_TEMPLATE/bug_report.md .github/ISSUE_TEMPLATE/feature_request.md CONTRIBUTING.md LICENSE.md NEWS.md R/analyse.R R/ancova.R R/as_ascii_table.R R/bootstrap.R R/controls.R R/data.R R/dataclasses.R R/delta.R R/draws.R R/expand.R R/impute.R R/longData.R R/lsmeans.R R/mcmc.R R/methods.R R/mmrm.R R/parallel.R R/pool.R R/rbmi.R R/scaling.R R/simulate.R R/simulate_data.R R/stack.R R/strategies.R R/utilities.R R/validate.R R/validate_datalong.R R/zzz.R README.md cran-comments.md data-raw/create_print_test_data.R man/QR_decomp.Rd man/Stack.Rd man/add_class.Rd man/adjust_trajectories.Rd man/adjust_trajectories_single.Rd man/analyse.Rd man/ancova.Rd man/ancova_single.Rd man/antidepressant_data.Rd man/apply_delta.Rd man/as_analysis.Rd man/as_ascii_table.Rd man/as_class.Rd man/as_cropped_char.Rd man/as_dataframe.Rd man/as_draws.Rd man/as_imputation.Rd man/as_indices.Rd man/as_mmrm_df.Rd man/as_mmrm_formula.Rd man/as_model_df.Rd man/as_simple_formula.Rd man/as_stan_array.Rd man/as_strata.Rd man/assert_variables_exist.Rd man/char2fct.Rd man/check_ESS.Rd man/check_hmc_diagn.Rd man/check_mcmc.Rd man/compute_sigma.Rd man/control.Rd man/convert_to_imputation_list_df.Rd man/d_lagscale.Rd man/delta_template.Rd man/draws.Rd man/ensure_rstan.Rd man/eval_mmrm.Rd man/expand.Rd man/extract_covariates.Rd man/extract_data_nmar_as_na.Rd man/extract_draws.Rd man/extract_imputed_df.Rd man/extract_imputed_dfs.Rd man/extract_params.Rd man/fit_mcmc.Rd man/fit_mmrm.Rd man/format_method_descriptions.Rd man/generate_data_single.Rd man/getStrategies.Rd man/get_ESS.Rd man/get_bootstrap_stack.Rd man/get_conditional_parameters.Rd man/get_delta_template.Rd man/get_draws_mle.Rd man/get_ests_bmlmi.Rd man/get_example_data.Rd man/get_jackknife_stack.Rd man/get_mmrm_sample.Rd man/get_pattern_groups.Rd man/get_pattern_groups_unique.Rd man/get_pool_components.Rd man/get_session_hash.Rd man/get_stan_model.Rd man/get_visit_distribution_parameters.Rd man/has_class.Rd man/ife.Rd man/imputation_df.Rd man/imputation_list_df.Rd man/imputation_list_single.Rd man/imputation_single.Rd man/impute.Rd man/impute_data_individual.Rd man/impute_internal.Rd man/impute_outcome.Rd man/invert.Rd man/invert_indexes.Rd man/is_absent.Rd man/is_char_fact.Rd man/is_char_one.Rd man/is_in_rbmi_development.Rd man/is_num_char_fact.Rd man/locf.Rd man/longDataConstructor.Rd man/ls_design.Rd man/lsmeans.Rd man/make_rbmi_cluster.Rd man/method.Rd man/par_lapply.Rd man/parametric_ci.Rd man/pool.Rd man/pool_bootstrap_normal.Rd man/pool_bootstrap_percentile.Rd man/pool_internal.Rd man/prepare_stan_data.Rd man/print.analysis.Rd man/print.draws.Rd man/print.imputation.Rd man/progressLogger.Rd man/pval_percentile.Rd man/random_effects_expr.Rd man/rbmi-package.Rd man/rbmi-settings.Rd man/record.Rd man/recursive_reduce.Rd man/remove_if_all_missing.Rd man/rubin_df.Rd man/rubin_rules.Rd man/sample_ids.Rd man/sample_list.Rd man/sample_mvnorm.Rd man/sample_single.Rd man/scalerConstructor.Rd man/set_simul_pars.Rd man/set_vars.Rd man/simulate_data.Rd man/simulate_dropout.Rd man/simulate_ice.Rd man/simulate_test_data.Rd man/sort_by.Rd man/split_dim.Rd man/split_imputations.Rd man/str_contains.Rd man/strategies.Rd man/string_pad.Rd man/transpose_imputations.Rd man/transpose_results.Rd man/transpose_samples.Rd man/validate.Rd man/validate.analysis.Rd man/validate.draws.Rd man/validate.is_mar.Rd man/validate.ivars.Rd man/validate.references.Rd man/validate.sample_list.Rd man/validate.sample_single.Rd man/validate.simul_pars.Rd man/validate.stan_data.Rd man/validate_analyse_pars.Rd man/validate_datalong.Rd man/validate_strategies.Rd misc/antidepressant_analysis/antidepressant_trial.R misc/antidepressant_analysis/bmlmi_antidepressant_trial.R misc/antidepressant_analysis/pre_processing.R misc/antidepressant_analysis/results_SAS.pdf misc/benchmarking.R misc/docker/install_packages.R misc/joss_manuscript/paper.md misc/joss_manuscript/paper.pdf misc/misc-profiling.R misc/misc_testing.R misc/simulation/run_simul.R misc/simulation/simul_functions.R misc/strategy_plots.R tests/testthat.R tests/testthat/_snaps/print.md tests/testthat/helper-mice.R tests/testthat/helper-misc.R tests/testthat/test-analyse.R tests/testthat/test-ancova.R tests/testthat/test-controls.R tests/testthat/test-delta.R tests/testthat/test-draws.R tests/testthat/test-expand.R tests/testthat/test-fullusage.R tests/testthat/test-impute.R tests/testthat/test-longData.R tests/testthat/test-lsmeans.R tests/testthat/test-mcmc.R tests/testthat/test-methods.R tests/testthat/test-misc.R tests/testthat/test-mmrm.R tests/testthat/test-parallel.R tests/testthat/test-pool.R tests/testthat/test-print.R tests/testthat/test-reproducibility.R tests/testthat/test-scaling.R tests/testthat/test-simulate.R tests/testthat/test-simulate_data.R tests/testthat/test-strategies.R tests/testthat/test-utilities.R tests/testthat/test-validate-longdata.R vignettes/CondMean_Inference.Rmd vignettes/FAQ.Rmd vignettes/advanced.Rmd vignettes/build.R vignettes/quickstart.Rmd vignettes/retrieved_dropout.Rmd vignettes/stat_specs.Rmd