Man pages for stremr
Streamlined Estimation of Survival for Static, Dynamic and Stochastic Treatment and Monitoring Regimes
| BinaryOutcomeModel | R6 class for fitting and making predictions for a single... |
| BinomialGLM | R6 class for storing the design matrix and the binary outcome... |
| CategorModel | R6 class for fitting and predicting joint probability for a... |
| ContinModel | R6 class for fitting and predicting joint probability for a... |
| DataStorageClass | R6 class for storing, managing, subsetting and manipulating... |
| defineIntervedTRT | Define counterfactual dynamic treatment |
| defineMONITORvars | Helper routine to define the monitoring indicator and time... |
| define_single_regression | Define regression models |
| fitIterTMLE | Iterative TMLE wrapper for 'fitSeqGcomp' |
| fitPropensity | Define and fit propensity score models. |
| fitSeqGcomp | Fit sequential GCOMP and TMLE for survival |
| fitTMLE | TMLE wrapper for 'fitSeqGcomp' |
| GenericModel | Generic R6 class for modeling (fitting and predicting)... |
| get_FUPtimes | Follow-up times by regimen |
| getIPWeights | Inverse Probability Weights. |
| get_MSM_RDs | Risk Difference Estimates and SEs for IPW-MSM |
| get_TMLE_RDs | Risk Difference Estimates and SEs for a list of TMLE outputs |
| get_wtsummary | IP-Weights Summary Tables |
| importData | Import data, define various nodes, define dummies for factor... |
| make_report_rmd | Generate report(s) with modeling stats and survival estimates... |
| OdataCatCENS | An example of a dataset in long format with categorical... |
| OdataNoCENS | An example of a dataset in long format with random monitoring... |
| OdatDT_10K | An example of a dataset in long format with random monitoring... |
| openFileInOS | Open file |
| pander.H2OBinomialMetrics | Pander method for H2OBinomialMetrics class |
| pander.H2ORegressionMetrics | Pander method for H2ORegressionMetrics class |
| print.GLMmodel | S3 methods for printing model fit summary for glmfit class... |
| print.H2Oensemblemodel | S3 methods for printing model fit summary for H2Omodel class... |
| print.H2Omodel | S3 methods for printing model fit summary for H2Omodel class... |
| print_stremr_opts | Print Current Option Settings for 'stremr' |
| QlearnModel | R6 Class for Q-Learning |
| RegressionClass | R6 class that defines regression models evaluating P(sA|sW),... |
| set_all_stremr_options | Setting 'stremr' Options |
| StratifiedModel | R6 class for fitting and predicting with several stratified... |
| stremr | Estimate Survival with Interventions on Exposure and... |
| stremrOptions | Querying/setting a single 'stremr' option |
| stremr-package | Estimate the Survival of Intervention on Exposures and... |
| summary.GLMmodel | S3 methods for getting model fit summary for glmfit class... |
| summary.H2Oensemblemodel | S3 methods for getting model fit summary for H2Oensemblemodel... |
| summary.H2Omodel | S3 methods for getting model fit summary for H2Omodel class... |
| survDirectIPW | Direct (bounded) IPW estimator of discrete survival function. |
| survMSM | Estimate Survival with a particular MSM for the... |
| survNPMSM | Non-parametric (saturated) MSM for survival based on... |
