Package index • outstandR

Main

Main analysis functions.

outstandR-class: outstandR class
outstandR(): Calculate the difference between treatments using all evidence
strategy_maic() strategy_stc() strategy_gcomp_ml() strategy_gcomp_bayes() strategy_mim() new_strategy(): New strategy objects

Helper functions used by the main functions.

marginal_treatment_effect(): Marginal treatment effect from reported event counts
marginal_variance(): Marginal effect variance using the delta method
calculate_trial_variance(): Calculate trial variance
calculate_ate(): Calculate Average Treatment Effect
calculate_trial_mean(): Calculate Trial Mean Wrapper
calculate_trial_mean_binary(): Calculate Trial Mean Binary Data
calculate_trial_mean_continuous(): Calculate Trial Mean Continuous Data
calculate_trial_mean_count(): Calculate Trial Mean Count Data
calculate_trial_variance_binary(): Calculate trial variance binary
calculate_trial_variance_continuous(): Calculate trial variance continuous
calculate_trial_variance_count(): Calculate trial variance count
estimate_var_sandwich(): Estimate Variance Sandwich Estimator
calc_ALD_stats(): Aggregate-level data mean and variance statistics
calc_gcomp_bayes(): Bayesian G-computation using Stan
calc_gcomp_ml(): G-computation Maximum Likelihood Bootstrap
calc_IPD_stats(): Calculate individual-level patient data statistics
get_treatment_effect(): Get treatment effect scale corresponding to a link function

print(<outstandR>): Print a Summary of a outstandR Object
plot(<outstandR>): Default Plot Method for outstandR Objects
summary(<outstandR>) print(<summary.outstandR>): Summary method for outstandR
reshape_ald_to_long(): Convert aggregate data from wide to long format
reshape_ald_to_wide(): Convert aggregate data from long to wide format

AC_IPD_binY_contX: Individual-level patient data for binary outcome, continuous covariates
BC_ALD_binY_contX: Aggregate level patient data for binary outcome, continuous covariates
AC_IPD_contY_mixedX: Individual-level patient data for continuous outcome, mixed covariates
AC_IPD_countY_contX: Individual-level patient data for count outcome, continuous covariates
BC_ALD_contY_mixedX: Aggregate level patient data for continuous outcome, mixed covariates
BC_ALD_countY_contX: Aggregate level patient data for count outcome, continuous covariates