Pipeline for Debiased Target Trial Emulation
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Documentation for package ‘debiasedTrialEmulation’ version 0.1.0
Help Pages
| calibrate_TTE | Negative Control Calibration for Target Trial Emulation |
| computePreferenceScore | Compute Preference Score |
| computeWeights | Compute Propensity Score Weights |
| Compute_weight | Compute Weights for Stratification |
| demo_data | Example Dataset for Debiased Trial Emulation |
| estEffect_matching | Estimate Treatment Effects using Propensity Score Matching |
| estEffect_stratification | Estimate Treatment Effects using Propensity Score Matching |
| estEffect_weighting | Estimate Treatment Effects using Propensity Score Matching |
| GetSMD | Compute Standardized Mean Differences (SMD) |
| get_HR_matching | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_HR_stratification | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_HR_weighting | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_OR_matching | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_OR_stratification | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_OR_weighting | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_RR_matching | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_RR_stratification | Estimate Odds Ratio (OR) after Propensity Score Matching |
| get_RR_weighting | Estimate Odds Ratio (OR) after Propensity Score Matching |
| plot.dTTE | Plot Method for dTTE Objects (Calibration Only) |
| plot.TTE | Plot Method for TTE Objects |
| plotCovariateBalanceOfTopVariables | Plot Standardized Mean Differences (SMD) for Matching |
| plotPs | Plot Standardized Mean Differences (SMD) for Matching |
| plot_Equipoise_matching | Plot Standardized Mean Differences (SMD) for Matching |
| plot_Equipoise_stratification | Plot Standardized Mean Differences (SMD) for Matching |
| plot_Equipoise_weighting | Plot Standardized Mean Differences (SMD) for Matching |
| plot_SMD_matching | Plot Standardized Mean Differences (SMD) for Matching |
| plot_SMD_stratification | Plot Standardized Mean Differences (SMD) for Matching |
| plot_SMD_weighting | Plot Standardized Mean Differences (SMD) for Matching |
| print.dTTE | Print Method for dTTE Objects |
| print.TTE | Print Method for TTE Objects |
| stratifyByPs | Stratify Population by Propensity Score |
| summary.dTTE | Summary Method for dTTE Objects |
| summary.TTE | Summary Method for TTE Objects |
| trimByPsQuantile | Trim Propensity Scores |
| TTE_pipeline | Target Trial Emulation (TTE) Pipeline |