Function time2event-package [time2event v0.1.0]

keywords

survival

title

Survival and competing risk analyses with time-to-event data as covariates.

description

Cox proportional hazard and competing risk regression analyses can be performed with time-to-event data as covariates.

Function summary.mvna [mvna v2.0.1]

keywords

survival

title

Summary method for objects of class 'mvna'

description

Summary method for mvna objects. The function returns a list containing the cumulative transition hazards, variance and other informations.

Function mvna [mvna v2.0.1]

keywords

survival

title

Nelson-Aalen estimator in multistate models

description

This function computes the multivariate Nelson-Aalen estimator of the cumulative transition hazards in multistate models, that is, for each possible transition, it computes an estimate of the cumulative hazard.

Function predict.mvna [mvna v2.0.1]

keywords

survival

title

Calculates Nelson-Aalen estimates at specified time-points

description

This function gives the Nelson-Aalen estimates at time-points specified by the user.

Function breslow object [penalized v0.9-51]

keywords

survival

title

Breslow estimator object

description

Stores one or more survival stepfunctions of the Kaplan-Meier and Breslow type.

Function plot.riskRegression [riskRegression v2019.11.03]

keywords

survival

title

Plotting predicted risk

description

Show predicted risk obtained by a risk prediction model as a function of time.

Function ipcw [riskRegression v2019.11.03]

keywords

survival

title

Estimation of censoring probabilities

description

This function is used internally to obtain inverse of the probability of censoring weights.

Function plotEffects [riskRegression v2019.11.03]

keywords

survival

title

Plotting time-varying effects from a risk regression model.

description

Plot time-varying effects from a risk regression model.

Function plotPredictRisk [riskRegression v2019.11.03]

keywords

survival

title

Plotting predicted risks curves.

description

Time-dependent event risk predictions.

Function predictRisk [riskRegression v2019.11.03]

keywords

survival

title

Extrating predicting risks from regression models

description

Extract event probabilities from fitted regression models and machine learning objects. The function predictRisk is a generic function, meaning that it invokes specifically designed functions depending on the 'class' of the first argument. See predictRisk.