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... |

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