Man pages for CausalInference/gfoRmula
Parametric G-Formula
| basicdata | Example Dataset for a Survival Outcome with Censoring |
| basicdata_nocomp | Example Dataset for a Survival Outcome without Censoring |
| binary_eofdata | Example Dataset for a Binary Outcome at End of Follow-Up |
| bootstrap_helper | Bootstrap Observed Data and Simulate Under All Interventions |
| carry_forward | Carry Forward |
| censor_data | Example Dataset for a Survival Outcome with an Indicator of... |
| coef.gformula | Coefficient method for objects of class "gformula" |
| continuous_eofdata | Example Dataset for a Continuous Outcome at End of Follow-Up |
| continuous_eofdata_pb | Example Dataset for a Continuous Outcome at End of Follow-Up... |
| error_catch | General Error Catching |
| fit_bounded_continuous | Fit Bounded Normal Model on Covariate |
| fit_glm | Fit GLM on Covariate |
| fit_multinomial | Fit Multinomial Model on Covariate |
| fit_trunc_normal | Fit Truncated Normal Model on Covariate |
| fit_zeroinfl_normal | Fit Zero-Inflated Normal Model on Covariate |
| get_cvgrphs | Get Covariate Plots |
| get_outgrphs | Get Risk and Survival Plots |
| get_plot_info | Get Plotting Information |
| gformula | Estimation of Survival Outcome, Continuous End-of-Follow-Up... |
| gformula_binary_eof | Estimation of Binary End-of-Follow-Up Outcome Under the... |
| gformula_continuous_eof | Estimation of Continuous End-of-Follow-Up Outcome Under the... |
| gformula_survival | Estimation of Survival Outcome Under the Parametric G-Formula |
| hr_helper | Format Simulated Dataset for Hazard Ratio Calculation |
| intfunc | Execute Intervention |
| lagged | History functions |
| make_histories | Generates Functions of History of Existing Covariates |
| natural | Natural Course Intervention |
| obs_calculate | Calculate Observed Covariate Means and Risk |
| plot.gformula_binary_eof | Plot method for objects of class "gformula_binary_eof" |
| plot.gformula_continuous_eof | Plot method for objects of class "gformula_continuous_eof" |
| plot.gformula_survival | Plot method for objects of class "gformula_survival" |
| pred_fun_cov | Fit Covariate Models |
| pred_fun_D | Fit Competing Event Model |
| pred_fun_Y | Fit Outcome Model |
| predict_binomial | Simulate Binary Values |
| predict_normal | Simulate Normal Values |
| predict_trunc_normal | Simulate Truncated Normal Values |
| print.gformula_survival | Print and summary methods for "gformula" objects |
| rmse_calculate | Calculate RMSE for Covariate, Outcome, and Competing Risk... |
| simple_restriction | Simple Restriction |
| simulate | Simulate Counterfactual Outcomes Under Intervention |
| static | Static Intervention |
| threshold | Threshold Intervention |
| vcov.gformula | Variance-covariance method for objects of class "gformula" |
| visit_sum | Create Visit Sum Covariate |
