Flexible Parametric Survival and Multi-State Models

Vignettes

- Package overview
- Distributions reference
- Multi-state modelling with flexsurv
- Calculating standardized survival measures in flexsurv using `standsurv`"

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**ajfit:**Aalen-Johansen nonparametric estimates comparable to a fitted...**ajfit_flexsurvmix:**Forms a tidy data frame for plotting the fit of parametric...**ajfit_fmsm:**Check the fit of Markov flexible parametric multi-state...**augment.flexsurvreg:**Augment data with information from a flexsurv model object**basis:**Natural cubic spline basis**bc:**Breast cancer survival data**bootci.fmsm:**Bootstrap confidence intervals for flexsurv output functions**bos:**Bronchiolitis obliterans syndrome after lung transplants**coef.flexsurvreg:**Extract model coefficients from fitted flexible survival...**coxsnell_flexsurvreg:**Cox-Snell residuals from a parametric survival model**dot-hessian:**Numerical evaluation of the hessian of a function using...**dot-hess_to_cov:**helper function to safely convert a Hessian matrix to...**flexsurvmix:**Flexible parametric mixture models for times to competing...**flexsurv-package:**flexsurv: Flexible parametric survival and multi-state models**flexsurvreg:**Flexible parametric regression for time-to-event data**flexsurvrtrunc:**Flexible parametric models for right-truncated, uncensored...**flexsurvspline:**Flexible survival regression using the Royston/Parmar spline...**fmixmsm:**Constructor for a mixture multi-state model based on...**fmsm:**Construct a multi-state model from a set of parametric...**GenF:**Generalized F distribution**GenF.orig:**Generalized F distribution (original parameterisation)**GenGamma:**Generalized gamma distribution**GenGamma.orig:**Generalized gamma distribution (original parameterisation)**get_basepars:**Evaluate baseline time-to-event distribution parameters given...**glance.flexsurvreg:**Glance at a flexsurv model object**Gompertz:**The Gompertz distribution**hazard:**Hazard and cumulative hazard functions**hr_flexsurvreg:**Hazard ratio as a function of time from a parametric survival...**lines.flexsurvreg:**Add fitted flexible survival curves to a plot**Llogis:**The log-logistic distribution**meanfinal_fmixmsm:**Mean time to final state in a mixture multi-state model**mean_flexsurvmix:**Mean times to events from a flexsurvmix model**means:**Mean and restricted mean survival functions**model.frame.flexsurvreg:**Extract original data from 'flexsurvreg' objects.**msfit.flexsurvreg:**Cumulative intensity function for parametric multi-state...**nobs.flexsurvreg:**Number of observations contributing to a fitted flexible...**normboot.flexsurvreg:**Simulate from the asymptotic normal distribution of parameter...**pars.fmsm:**Transition-specific parameters in a flexible parametric...**pdf_flexsurvmix:**Fitted densities for times to events in a flexsurvmix model**pfinal_fmsm:**Probabilities of final states in a flexible parametric...**p_flexsurvmix:**Transition probabilities from a flexsurvmix model**plot.flexsurvreg:**Plots of fitted flexible survival models**plot.standsurv:**Plot standardized metrics from a fitted flexsurv model**plot_survtrunc:**Plot nonparametric estimates of survival from right-truncated...**pmatrix.fs:**Transition probability matrix from a fully-parametric,...**pmatrix.simfs:**Transition probability matrix from a fully-parametric,...**ppath_fmixmsm:**Probability of each pathway taken through a mixture...**predict.flexsurvreg:**Predictions from flexible survival models**probs_flexsurvmix:**Probabilities of competing events from a flexsurvmix model**qfinal_fmixmsm:**Quantiles of the distribution of the time until reaching a...**Browse all...**

reexports | R Documentation |

These objects are imported from other packages. Follow the links below to see their documentation.

- generics
`augment`

,`glance`

,`tidy`

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